Pandas Profiling Report

Dataset statistics

Number of variables	103
Number of observations	37548
Missing cells	502441
Missing cells (%)	13.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	171.6 MiB
Average record size in memory	4.7 KiB

Variable types

Numeric	23
URL	1
Categorical	78
Boolean	1

Warnings

`short_name` has a high cardinality: 21976 distinct values	High cardinality
`long_name` has a high cardinality: 23264 distinct values	High cardinality
`dob` has a high cardinality: 6712 distinct values	High cardinality
`nationality` has a high cardinality: 169 distinct values	High cardinality
`club` has a high cardinality: 820 distinct values	High cardinality
`player_positions` has a high cardinality: 1083 distinct values	High cardinality
`player_tags` has a high cardinality: 109 distinct values	High cardinality
`loaned_from` has a high cardinality: 435 distinct values	High cardinality
`joined` has a high cardinality: 2189 distinct values	High cardinality
`player_traits` has a high cardinality: 2310 distinct values	High cardinality
`attacking_crossing` has a high cardinality: 721 distinct values	High cardinality
`attacking_finishing` has a high cardinality: 771 distinct values	High cardinality
`attacking_heading_accuracy` has a high cardinality: 662 distinct values	High cardinality
`attacking_short_passing` has a high cardinality: 708 distinct values	High cardinality
`attacking_volleys` has a high cardinality: 602 distinct values	High cardinality
`skill_dribbling` has a high cardinality: 724 distinct values	High cardinality
`skill_curve` has a high cardinality: 668 distinct values	High cardinality
`skill_fk_accuracy` has a high cardinality: 568 distinct values	High cardinality
`skill_long_passing` has a high cardinality: 759 distinct values	High cardinality
`skill_ball_control` has a high cardinality: 713 distinct values	High cardinality
`movement_acceleration` has a high cardinality: 976 distinct values	High cardinality
`movement_sprint_speed` has a high cardinality: 981 distinct values	High cardinality
`movement_agility` has a high cardinality: 888 distinct values	High cardinality
`movement_reactions` has a high cardinality: 673 distinct values	High cardinality
`movement_balance` has a high cardinality: 796 distinct values	High cardinality
`power_shot_power` has a high cardinality: 671 distinct values	High cardinality
`power_jumping` has a high cardinality: 850 distinct values	High cardinality
`power_stamina` has a high cardinality: 1100 distinct values	High cardinality
`power_strength` has a high cardinality: 927 distinct values	High cardinality
`power_long_shots` has a high cardinality: 777 distinct values	High cardinality
`mentality_aggression` has a high cardinality: 760 distinct values	High cardinality
`mentality_interceptions` has a high cardinality: 761 distinct values	High cardinality
`mentality_positioning` has a high cardinality: 721 distinct values	High cardinality
`mentality_vision` has a high cardinality: 718 distinct values	High cardinality
`mentality_penalties` has a high cardinality: 531 distinct values	High cardinality
`mentality_composure` has a high cardinality: 1018 distinct values	High cardinality
`defending_marking` has a high cardinality: 804 distinct values	High cardinality
`defending_standing_tackle` has a high cardinality: 764 distinct values	High cardinality
`defending_sliding_tackle` has a high cardinality: 727 distinct values	High cardinality
`goalkeeping_diving` has a high cardinality: 266 distinct values	High cardinality
`goalkeeping_handling` has a high cardinality: 268 distinct values	High cardinality
`goalkeeping_kicking` has a high cardinality: 267 distinct values	High cardinality
`goalkeeping_positioning` has a high cardinality: 276 distinct values	High cardinality
`goalkeeping_reflexes` has a high cardinality: 269 distinct values	High cardinality
`ls` has a high cardinality: 187 distinct values	High cardinality
`st` has a high cardinality: 187 distinct values	High cardinality
`rs` has a high cardinality: 187 distinct values	High cardinality
`lw` has a high cardinality: 210 distinct values	High cardinality
`lf` has a high cardinality: 201 distinct values	High cardinality
`cf` has a high cardinality: 201 distinct values	High cardinality
`rf` has a high cardinality: 201 distinct values	High cardinality
`rw` has a high cardinality: 210 distinct values	High cardinality
`lam` has a high cardinality: 206 distinct values	High cardinality
`cam` has a high cardinality: 206 distinct values	High cardinality
`ram` has a high cardinality: 206 distinct values	High cardinality
`lm` has a high cardinality: 199 distinct values	High cardinality
`lcm` has a high cardinality: 184 distinct values	High cardinality
`cm` has a high cardinality: 184 distinct values	High cardinality
`rcm` has a high cardinality: 184 distinct values	High cardinality
`rm` has a high cardinality: 199 distinct values	High cardinality
`lwb` has a high cardinality: 188 distinct values	High cardinality
`ldm` has a high cardinality: 198 distinct values	High cardinality
`cdm` has a high cardinality: 198 distinct values	High cardinality
`rdm` has a high cardinality: 198 distinct values	High cardinality
`rwb` has a high cardinality: 188 distinct values	High cardinality
`lb` has a high cardinality: 188 distinct values	High cardinality
`lcb` has a high cardinality: 210 distinct values	High cardinality
`cb` has a high cardinality: 210 distinct values	High cardinality
`rcb` has a high cardinality: 210 distinct values	High cardinality
`rb` has a high cardinality: 188 distinct values	High cardinality
`sofifa_id` is highly correlated with `age`	High correlation
`age` is highly correlated with `sofifa_id` and 1 other fields	High correlation
`height_cm` is highly correlated with `weight_kg`	High correlation
`weight_kg` is highly correlated with `height_cm` and 1 other fields	High correlation
`overall` is highly correlated with `potential` and 11 other fields	High correlation
`potential` is highly correlated with `overall` and 7 other fields	High correlation
`value` is highly correlated with `overall` and 7 other fields	High correlation
`international_reputation` is highly correlated with `overall` and 2 other fields	High correlation
`skill_moves` is highly correlated with `shooting` and 2 other fields	High correlation
`release_clause_eur` is highly correlated with `overall` and 6 other fields	High correlation
`pace` is highly correlated with `dribbling`	High correlation
`shooting` is highly correlated with `skill_moves` and 2 other fields	High correlation
`passing` is highly correlated with `overall` and 3 other fields	High correlation
`dribbling` is highly correlated with `overall` and 4 other fields	High correlation
`defending` is highly correlated with `physic`	High correlation
`physic` is highly correlated with `weight_kg` and 2 other fields	High correlation
`gk_diving` is highly correlated with `overall` and 7 other fields	High correlation
`gk_handling` is highly correlated with `overall` and 7 other fields	High correlation
`gk_kicking` is highly correlated with `overall` and 5 other fields	High correlation
`gk_reflexes` is highly correlated with `overall` and 7 other fields	High correlation
`gk_positioning` is highly correlated with `age` and 7 other fields	High correlation
`sofifa_id` is highly correlated with `age` and 5 other fields	High correlation
`age` is highly correlated with `sofifa_id` and 2 other fields	High correlation
`height_cm` is highly correlated with `weight_kg`	High correlation
`weight_kg` is highly correlated with `height_cm` and 1 other fields	High correlation
`overall` is highly correlated with `sofifa_id` and 11 other fields	High correlation
`potential` is highly correlated with `overall` and 7 other fields	High correlation
`value` is highly correlated with `overall` and 9 other fields	High correlation
`skill_moves` is highly correlated with `shooting` and 2 other fields	High correlation
`release_clause_eur` is highly correlated with `overall` and 9 other fields	High correlation
`pace` is highly correlated with `dribbling`	High correlation
`shooting` is highly correlated with `skill_moves` and 2 other fields	High correlation
`passing` is highly correlated with `overall` and 5 other fields	High correlation
`dribbling` is highly correlated with `overall` and 6 other fields	High correlation
`defending` is highly correlated with `physic`	High correlation
`physic` is highly correlated with `weight_kg` and 2 other fields	High correlation
`gk_diving` is highly correlated with `sofifa_id` and 8 other fields	High correlation
`gk_handling` is highly correlated with `sofifa_id` and 9 other fields	High correlation
`gk_kicking` is highly correlated with `overall` and 7 other fields	High correlation
`gk_reflexes` is highly correlated with `sofifa_id` and 8 other fields	High correlation
`gk_positioning` is highly correlated with `sofifa_id` and 9 other fields	High correlation
`sofifa_id` is highly correlated with `age`	High correlation
`age` is highly correlated with `sofifa_id`	High correlation
`height_cm` is highly correlated with `weight_kg`	High correlation
`weight_kg` is highly correlated with `height_cm`	High correlation
`overall` is highly correlated with `value` and 7 other fields	High correlation
`potential` is highly correlated with `value` and 3 other fields	High correlation
`value` is highly correlated with `overall` and 6 other fields	High correlation
`skill_moves` is highly correlated with `shooting` and 1 other fields	High correlation
`release_clause_eur` is highly correlated with `overall` and 6 other fields	High correlation
`shooting` is highly correlated with `skill_moves` and 1 other fields	High correlation
`passing` is highly correlated with `overall` and 1 other fields	High correlation
`dribbling` is highly correlated with `skill_moves` and 2 other fields	High correlation
`gk_diving` is highly correlated with `overall` and 7 other fields	High correlation
`gk_handling` is highly correlated with `overall` and 6 other fields	High correlation
`gk_kicking` is highly correlated with `overall` and 4 other fields	High correlation
`gk_reflexes` is highly correlated with `overall` and 7 other fields	High correlation
`gk_positioning` is highly correlated with `overall` and 6 other fields	High correlation
`body_type` is highly correlated with `overall` and 5 other fields	High correlation
`potential` is highly correlated with `gk_positioning` and 12 other fields	High correlation
`gk_positioning` is highly correlated with `potential` and 11 other fields	High correlation
`gk_diving` is highly correlated with `potential` and 11 other fields	High correlation
`gk_handling` is highly correlated with `potential` and 10 other fields	High correlation
`overall` is highly correlated with `body_type` and 17 other fields	High correlation
`international_reputation` is highly correlated with `body_type` and 13 other fields	High correlation
`defending` is highly correlated with `potential` and 6 other fields	High correlation
`gk_kicking` is highly correlated with `potential` and 7 other fields	High correlation
`team_position` is highly correlated with `gk_positioning` and 5 other fields	High correlation
`height_cm` is highly correlated with `weight_kg` and 1 other fields	High correlation
`real_face` is highly correlated with `gk_positioning` and 4 other fields	High correlation
`weight_kg` is highly correlated with `body_type` and 2 other fields	High correlation
`shooting` is highly correlated with `potential` and 9 other fields	High correlation
`sofifa_id` is highly correlated with `age`	High correlation
`physic` is highly correlated with `overall` and 2 other fields	High correlation
`value` is highly correlated with `body_type` and 12 other fields	High correlation
`gk_reflexes` is highly correlated with `potential` and 11 other fields	High correlation
`pace` is highly correlated with `dribbling`	High correlation
`skill_moves` is highly correlated with `overall` and 6 other fields	High correlation
`nation_position` is highly correlated with `body_type` and 7 other fields	High correlation
`passing` is highly correlated with `potential` and 7 other fields	High correlation
`age` is highly correlated with `gk_positioning` and 6 other fields	High correlation
`dribbling` is highly correlated with `potential` and 9 other fields	High correlation
`release_clause_eur` is highly correlated with `body_type` and 12 other fields	High correlation
`release_clause_eur` has 3020 (8.0%) missing values	Missing
`player_tags` has 34410 (91.6%) missing values	Missing
`team_position` has 502 (1.3%) missing values	Missing
`team_jersey_number` has 502 (1.3%) missing values	Missing
`loaned_from` has 35051 (93.3%) missing values	Missing
`joined` has 2999 (8.0%) missing values	Missing
`contract_valid_until` has 502 (1.3%) missing values	Missing
`nation_position` has 35147 (93.6%) missing values	Missing
`nation_jersey_number` has 35147 (93.6%) missing values	Missing
`pace` has 4192 (11.2%) missing values	Missing
`shooting` has 4192 (11.2%) missing values	Missing
`passing` has 4192 (11.2%) missing values	Missing
`dribbling` has 4192 (11.2%) missing values	Missing
`defending` has 4192 (11.2%) missing values	Missing
`physic` has 4192 (11.2%) missing values	Missing
`gk_diving` has 33356 (88.8%) missing values	Missing
`gk_handling` has 33356 (88.8%) missing values	Missing
`gk_kicking` has 33356 (88.8%) missing values	Missing
`gk_reflexes` has 33356 (88.8%) missing values	Missing
`gk_speed` has 33356 (88.8%) missing values	Missing
`gk_positioning` has 33356 (88.8%) missing values	Missing
`player_traits` has 20881 (55.6%) missing values	Missing
`ls` has 4192 (11.2%) missing values	Missing
`st` has 4192 (11.2%) missing values	Missing
`rs` has 4192 (11.2%) missing values	Missing
`lw` has 4192 (11.2%) missing values	Missing
`lf` has 4192 (11.2%) missing values	Missing
`cf` has 4192 (11.2%) missing values	Missing
`rf` has 4192 (11.2%) missing values	Missing
`rw` has 4192 (11.2%) missing values	Missing
`lam` has 4192 (11.2%) missing values	Missing
`cam` has 4192 (11.2%) missing values	Missing
`ram` has 4192 (11.2%) missing values	Missing
`lm` has 4192 (11.2%) missing values	Missing
`lcm` has 4192 (11.2%) missing values	Missing
`cm` has 4192 (11.2%) missing values	Missing
`rcm` has 4192 (11.2%) missing values	Missing
`rm` has 4192 (11.2%) missing values	Missing
`lwb` has 4192 (11.2%) missing values	Missing
`ldm` has 4192 (11.2%) missing values	Missing
`cdm` has 4192 (11.2%) missing values	Missing
`rdm` has 4192 (11.2%) missing values	Missing
`rwb` has 4192 (11.2%) missing values	Missing
`lb` has 4192 (11.2%) missing values	Missing
`lcb` has 4192 (11.2%) missing values	Missing
`cb` has 4192 (11.2%) missing values	Missing
`rcb` has 4192 (11.2%) missing values	Missing
`rb` has 4192 (11.2%) missing values	Missing
`short_name` is uniformly distributed	Uniform
`long_name` is uniformly distributed	Uniform
`player_url` has unique values	Unique
`value` has 523 (1.4%) zeros	Zeros

Reproduction

Analysis started	2022-01-13 08:43:13.223218
Analysis finished	2022-01-13 08:44:03.710637
Duration	50.49 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

sofifa_id
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	23145
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	213684.4469

Minimum	164
Maximum	252905
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	164
5-th percentile	160309
Q1	199510.75
median	221168
Q3	235896.25
95-th percentile	245717.65
Maximum	252905
Range	252741
Interquartile range (IQR)	36385.5

Descriptive statistics

Standard deviation	30601.73451
Coefficient of variation (CV)	0.1432099292
Kurtosis	8.90889894
Mean	213684.4469
Median Absolute Deviation (MAD)	17309.5
Skewness	-2.167527018
Sum	8023423612
Variance	936466155.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
196432	3	< 0.1%
205553	3	< 0.1%
188414	3	< 0.1%
205585	3	< 0.1%
230181	3	< 0.1%
234279	3	< 0.1%
189225	3	< 0.1%
207664	3	< 0.1%
222041	3	< 0.1%
191336	3	< 0.1%
Other values (23135)	37518	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
164	1	< 0.1%
591	1	< 0.1%
657	2	< 0.1%
768	2	< 0.1%
1178	1	< 0.1%
1179	3	< 0.1%
1210	1	< 0.1%
2147	2	< 0.1%
2335	3	< 0.1%
2702	3	< 0.1%

Value	Count	Frequency (%)
252905	1	< 0.1%
252904	1	< 0.1%
252903	1	< 0.1%
252900	1	< 0.1%
252899	1	< 0.1%
252898	1	< 0.1%
252893	1	< 0.1%
252892	1	< 0.1%
252890	1	< 0.1%
252888	1	< 0.1%

player_url
URL

UNIQUE

Distinct	37548
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 MiB

https://sofifa.com/player/245144/franco-ferrari/19/159222	1
https://sofifa.com/player/209675/janoi-donacien/18/158855	1
https://sofifa.com/player/219984/mattia-aramu/18/158855	1
https://sofifa.com/player/229998/dominik-schad/20/159586	1
https://sofifa.com/player/222078/bradford-jamieson-iv/18/158855	1
Other values (37543)	37543

Value	Count	Frequency (%)
https://sofifa.com/player/245144/franco-ferrari/19/159222	1	< 0.1%
https://sofifa.com/player/209675/janoi-donacien/18/158855	1	< 0.1%
https://sofifa.com/player/219984/mattia-aramu/18/158855	1	< 0.1%
https://sofifa.com/player/229998/dominik-schad/20/159586	1	< 0.1%
https://sofifa.com/player/222078/bradford-jamieson-iv/18/158855	1	< 0.1%
https://sofifa.com/player/157797/luca-ceccarelli/18/158855	1	< 0.1%
https://sofifa.com/player/222396/dominic-ball/18/158855	1	< 0.1%
https://sofifa.com/player/212126/nikola-ninkovic/19/159222	1	< 0.1%
https://sofifa.com/player/215202/lucas-janson/18/158855	1	< 0.1%
https://sofifa.com/player/219625/facundo-cardozo/18/158855	1	< 0.1%
Other values (37538)	37538	> 99.9%

Value	Count	Frequency (%)
https	37548	100.0%

Value	Count	Frequency (%)
sofifa.com	37548	100.0%

Value	Count	Frequency (%)
/player/239468/rahman-bugra-cagiran/19/159222	1	< 0.1%
/player/210429/bright-addae/20/159586	1	< 0.1%
/player/199152/dejan-lekic/18/158855	1	< 0.1%
/player/229993/halil-ibrahim-sonmez/19/159222	1	< 0.1%
/player/152910/cristian-nasuti/18/158855	1	< 0.1%
/player/187208/alfredo-saldivar/19/159222	1	< 0.1%
/player/204709/diego-rubio/18/158855	1	< 0.1%
/player/229718/will-patching/19/159222	1	< 0.1%
/player/209002/mande-sayouba/18/158855	1	< 0.1%
/player/242952/sergio-bareiro/19/159222	1	< 0.1%
Other values (37538)	37538	> 99.9%

Value	Count	Frequency (%)
	37548	100.0%

Value	Count	Frequency (%)
	37548	100.0%

short_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	21976
Distinct (%)	58.5%
Missing	0
Missing (%)	0.0%
Memory size	2.6 MiB

J. Rodríguez	20
J. Williams	13
M. Smith	13
J. Hernández	13
Paulinho	13
Other values (21971)	37476

Length

Max length	22
Median length	10
Mean length	10.03230532
Min length	2

Characters and Unicode

Total characters	376693
Distinct characters	140
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11222 ?
Unique (%)	29.9%

Sample

1st row	Y. Tielemans
2nd row	L. Mareček
3rd row	F. Forestieri
4th row	R. Maniero
5th row	R. Borges

Common Values

Value	Count	Frequency (%)
J. Rodríguez	20	0.1%
J. Williams	13	< 0.1%
M. Smith	13	< 0.1%
J. Hernández	13	< 0.1%
Paulinho	13	< 0.1%
J. Valencia	13	< 0.1%
Felipe	12	< 0.1%
R. Williams	12	< 0.1%
J. Martínez	11	< 0.1%
J. Jones	11	< 0.1%
Other values (21966)	37417	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
m	3725	4.9%
j	3309	4.4%
a	3293	4.4%
s	2103	2.8%
d	1963	2.6%
l	1654	2.2%
r	1573	2.1%
c	1570	2.1%
t	1274	1.7%
f	1233	1.6%
Other values (16952)	53652	71.2%

Most occurring characters

Value	Count	Frequency (%)
	37801	10.0%
.	31514	8.4%
a	29165	7.7%
e	23937	6.4%
o	20295	5.4%
i	19695	5.2%
n	19075	5.1%
r	18546	4.9%
l	13710	3.6%
s	11303	3.0%
Other values (130)	151652	40.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	230964	61.3%
Uppercase Letter	75889	20.1%
Space Separator	37801	10.0%
Other Punctuation	31709	8.4%
Dash Punctuation	326	0.1%
Other Symbol	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	29165	12.6%
e	23937	10.4%
o	20295	8.8%
i	19695	8.5%
n	19075	8.3%
r	18546	8.0%
l	13710	5.9%
s	11303	4.9%
u	8810	3.8%
t	8439	3.7%
Other values (71)	57989	25.1%

Uppercase Letter

Value	Count	Frequency (%)
M	7756	10.2%
A	6310	8.3%
S	5918	7.8%
J	4953	6.5%
B	4481	5.9%
C	4440	5.9%
D	4247	5.6%
L	3745	4.9%
R	3654	4.8%
G	3366	4.4%
Other values (44)	27019	35.6%

Other Punctuation

Value	Count	Frequency (%)
.	31514	99.4%
'	195	0.6%

Space Separator

Value	Count	Frequency (%)
	37801	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	326	100.0%

Other Symbol

Value	Count	Frequency (%)
�	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	306853	81.5%
Common	69840	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	29165	9.5%
e	23937	7.8%
o	20295	6.6%
i	19695	6.4%
n	19075	6.2%
r	18546	6.0%
l	13710	4.5%
s	11303	3.7%
u	8810	2.9%
t	8439	2.8%
Other values (125)	133878	43.6%

Common

Value	Count	Frequency (%)
	37801	54.1%
.	31514	45.1%
-	326	0.5%
'	195	0.3%
�	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	369697	98.1%
Latin 1 Sup	5271	1.4%
Latin Ext A	1673	0.4%
Latin Ext B	48	< 0.1%
Specials	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37801	10.2%
.	31514	8.5%
a	29165	7.9%
e	23937	6.5%
o	20295	5.5%
i	19695	5.3%
n	19075	5.2%
r	18546	5.0%
l	13710	3.7%
s	11303	3.1%
Other values (46)	144656	39.1%

Latin Ext A

Value	Count	Frequency (%)
ć	639	38.2%
ı	149	8.9%
š	125	7.5%
č	120	7.2%
ń	74	4.4%
ş	73	4.4%
ă	66	3.9%
ł	60	3.6%
ğ	51	3.0%
Š	50	3.0%
Other values (28)	266	15.9%

Latin 1 Sup

Value	Count	Frequency (%)
é	982	18.6%
á	889	16.9%
í	774	14.7%
ó	415	7.9%
ñ	287	5.4%
ü	271	5.1%
ö	263	5.0%
ú	180	3.4%
ã	157	3.0%
ø	156	3.0%
Other values (31)	897	17.0%

Latin Ext B

Value	Count	Frequency (%)
ș	24	50.0%
ț	19	39.6%
Ș	4	8.3%
Ț	1	2.1%

Specials

Value	Count	Frequency (%)
�	4	100.0%

long_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	23264
Distinct (%)	62.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Scott Brown	7
Adama Traoré	7
Danny Ward	6
Tommy Smith	6
Michał Nalepa	6
Other values (23259)	37516

Length

Max length	49
Median length	15
Mean length	15.98881432
Min length	2

Characters and Unicode

Total characters	600348
Distinct characters	1275
Distinct categories	9 ?
Distinct scripts	5 ?
Distinct blocks	11 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12332 ?
Unique (%)	32.8%

Sample

1st row	Youri Tielemans
2nd row	Lukáš Mareček
3rd row	Fernando Martín Forestieri
4th row	Riccardo Maniero
5th row	Rowllin Borges

Common Values

Value	Count	Frequency (%)
Scott Brown	7	< 0.1%
Adama Traoré	7	< 0.1%
Danny Ward	6	< 0.1%
Tommy Smith	6	< 0.1%
Michał Nalepa	6	< 0.1%
Greg Taylor	6	< 0.1%
Michael Smith	6	< 0.1%
Lisandro López	5	< 0.1%
Adam Smith	5	< 0.1%
Michael López	5	< 0.1%
Other values (23254)	37489	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	524	0.6%
al	483	0.5%
daniel	455	0.5%
josé	429	0.5%
david	396	0.4%
silva	380	0.4%
carlos	345	0.4%
da	323	0.4%
juan	300	0.3%
santos	247	0.3%
Other values (23362)	86744	95.7%

Most occurring characters

Value	Count	Frequency (%)
a	58478	9.7%
	53549	8.9%
e	46369	7.7%
o	38979	6.5%
i	38817	6.5%
r	37991	6.3%
n	37647	6.3%
l	27260	4.5%
s	23385	3.9%
t	16343	2.7%
Other values (1265)	221530	36.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	449926	74.9%
Uppercase Letter	87024	14.5%
Space Separator	53552	8.9%
Other Letter	8925	1.5%
Dash Punctuation	566	0.1%
Other Punctuation	328	0.1%
Modifier Letter	19	< 0.1%
Final Punctuation	6	< 0.1%
Format	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
金	142	1.6%
김	139	1.6%
李	127	1.4%
田	124	1.4%
大	121	1.4%
이	119	1.3%
太	83	0.9%
川	65	0.7%
中	61	0.7%
민	59	0.7%
Other values (1114)	7885	88.3%

Lowercase Letter

Value	Count	Frequency (%)
a	58478	13.0%
e	46369	10.3%
o	38979	8.7%
i	38817	8.6%
r	37991	8.4%
n	37647	8.4%
l	27260	6.1%
s	23385	5.2%
t	16343	3.6%
u	15621	3.5%
Other values (75)	109036	24.2%

Uppercase Letter

Value	Count	Frequency (%)
M	9265	10.6%
A	8144	9.4%
S	6704	7.7%
J	5649	6.5%
C	5321	6.1%
B	5037	5.8%
D	4843	5.6%
R	4533	5.2%
L	4170	4.8%
G	4073	4.7%
Other values (45)	29285	33.7%

Other Punctuation

Value	Count	Frequency (%)
'	236	72.0%
.	73	22.3%
·	12	3.7%
・	7	2.1%

Space Separator

Value	Count	Frequency (%)
	53549	> 99.9%
	3	< 0.1%

Modifier Letter

Value	Count	Frequency (%)
ー	15	78.9%
々	4	21.1%

Dash Punctuation

Value	Count	Frequency (%)
-	566	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	6	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	536950	89.4%
Common	54469	9.1%
Han	6761	1.1%
Hangul	2068	0.3%
Katakana	100	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
金	142	2.1%
李	127	1.9%
田	124	1.8%
大	121	1.8%
太	83	1.2%
川	65	1.0%
中	61	0.9%
也	59	0.9%
藤	58	0.9%
本	56	0.8%
Other values (921)	5865	86.7%

Hangul

Value	Count	Frequency (%)
김	139	6.7%
이	119	5.8%
민	59	2.9%
정	56	2.7%
현	54	2.6%
박	53	2.6%
승	51	2.5%
재	48	2.3%
호	48	2.3%
성	47	2.3%
Other values (147)	1394	67.4%

Latin

Value	Count	Frequency (%)
a	58478	10.9%
e	46369	8.6%
o	38979	7.3%
i	38817	7.2%
r	37991	7.1%
n	37647	7.0%
l	27260	5.1%
s	23385	4.4%
t	16343	3.0%
u	15621	2.9%
Other values (130)	196060	36.5%

Katakana

Value	Count	Frequency (%)
ア	8	8.0%
リ	7	7.0%
ィ	5	5.0%
ジ	4	4.0%
ャ	4	4.0%
イ	4	4.0%
ン	4	4.0%
ス	4	4.0%
ル	4	4.0%
ウ	4	4.0%
Other values (27)	52	52.0%

Common

Value	Count	Frequency (%)
	53549	98.3%
-	566	1.0%
'	236	0.4%
.	73	0.1%
ー	15	< 0.1%
·	12	< 0.1%
・	7	< 0.1%
’	6	< 0.1%
	3	< 0.1%
	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	577815	96.2%
Latin 1 Sup	11306	1.9%
CJK	6754	1.1%
Latin Ext A	2190	0.4%
Hangul	2068	0.3%
Katakana	122	< 0.1%
Latin Ext B	79	< 0.1%
Punctuation	6	< 0.1%
None	4	< 0.1%
CJK Compat Ideographs	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	58478	10.1%
	53549	9.3%
e	46369	8.0%
o	38979	6.7%
i	38817	6.7%
r	37991	6.6%
n	37647	6.5%
l	27260	4.7%
s	23385	4.0%
t	16343	2.8%
Other values (46)	198997	34.4%

Latin 1 Sup

Value	Count	Frequency (%)
é	2544	22.5%
á	2338	20.7%
í	1932	17.1%
ó	851	7.5%
ú	460	4.1%
ñ	448	4.0%
ö	322	2.8%
ü	308	2.7%
Á	302	2.7%
ã	253	2.2%
Other values (35)	1548	13.7%

Latin Ext A

Value	Count	Frequency (%)
ć	654	29.9%
š	242	11.1%
ł	184	8.4%
ı	178	8.1%
č	122	5.6%
ğ	97	4.4%
ă	96	4.4%
ş	88	4.0%
ń	74	3.4%
Š	55	2.5%
Other values (29)	400	18.3%

CJK

Value	Count	Frequency (%)
金	142	2.1%
李	127	1.9%
田	124	1.8%
大	121	1.8%
太	83	1.2%
川	65	1.0%
中	61	0.9%
也	59	0.9%
藤	58	0.9%
本	56	0.8%
Other values (919)	5858	86.7%

Hangul

Value	Count	Frequency (%)
김	139	6.7%
이	119	5.8%
민	59	2.9%
정	56	2.7%
현	54	2.6%
박	53	2.6%
승	51	2.5%
재	48	2.3%
호	48	2.3%
성	47	2.3%
Other values (147)	1394	67.4%

Katakana

Value	Count	Frequency (%)
ー	15	12.3%
ア	8	6.6%
リ	7	5.7%
・	7	5.7%
ィ	5	4.1%
ジ	4	3.3%
ャ	4	3.3%
イ	4	3.3%
ン	4	3.3%
ス	4	3.3%
Other values (29)	60	49.2%

Latin Ext B

Value	Count	Frequency (%)
ț	36	45.6%
ș	30	38.0%
Ș	9	11.4%
ư	2	2.5%
Ț	1	1.3%
ơ	1	1.3%

CJK Compat Ideographs

Value	Count	Frequency (%)
﨑	3	100.0%

None

Value	Count	Frequency (%)
々	4	100.0%

Punctuation

Value	Count	Frequency (%)
’	6	100.0%

Latin Ext Additional

Value	Count	Frequency (%)
ờ	1	100.0%

age
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	30
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.21372643

Minimum	16
Maximum	47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	16
5-th percentile	18
Q1	21
median	25
Q3	29
95-th percentile	33
Maximum	47
Range	31
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.655780807
Coefficient of variation (CV)	0.1846526264
Kurtosis	-0.4769181458
Mean	25.21372643
Median Absolute Deviation (MAD)	4
Skewness	0.3930683822
Sum	946725
Variance	21.67629492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
25	2865	7.6%
22	2841	7.6%
23	2825	7.5%
21	2820	7.5%
24	2763	7.4%
26	2657	7.1%
20	2538	6.8%
27	2480	6.6%
28	2261	6.0%
19	2131	5.7%
Other values (20)	11367	30.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	34	0.1%
17	530	1.4%
18	1382	3.7%
19	2131	5.7%
20	2538	6.8%
21	2820	7.5%
22	2841	7.6%
23	2825	7.5%
24	2763	7.4%
25	2865	7.6%

Value	Count	Frequency (%)
47	1	< 0.1%
44	2	< 0.1%
43	2	< 0.1%
42	2	< 0.1%
41	8	< 0.1%
40	27	0.1%
39	52	0.1%
38	83	0.2%
37	168	0.4%
36	280	0.7%

dob
Categorical

HIGH CARDINALITY

Distinct	6712
Distinct (%)	17.9%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

1992-02-29	319
1984-02-29	314
1988-02-29	286
1991-01-08	30
1997-01-09	28
Other values (6707)	36571

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	375480
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	908 ?
Unique (%)	2.4%

Sample

1st row	1997-05-07
2nd row	1990-04-17
3rd row	1990-01-15
4th row	1987-11-26
5th row	1992-06-05

Common Values

Value	Count	Frequency (%)
1992-02-29	319	0.8%
1984-02-29	314	0.8%
1988-02-29	286	0.8%
1991-01-08	30	0.1%
1997-01-09	28	0.1%
1997-01-01	26	0.1%
1993-03-05	24	0.1%
1993-01-15	24	0.1%
1995-04-19	24	0.1%
1996-11-11	24	0.1%
Other values (6702)	36449	97.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1992-02-29	319	0.8%
1984-02-29	314	0.8%
1988-02-29	286	0.8%
1991-01-08	30	0.1%
1997-01-09	28	0.1%
1997-01-01	26	0.1%
1993-03-05	24	0.1%
1993-01-15	24	0.1%
1995-04-19	24	0.1%
1996-11-11	24	0.1%
Other values (6702)	36449	97.1%

Most occurring characters

Value	Count	Frequency (%)
-	75096	20.0%
9	72775	19.4%
1	69372	18.5%
0	54294	14.5%
2	27780	7.4%
8	21406	5.7%
3	12213	3.3%
7	11073	2.9%
5	10658	2.8%
4	10425	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	300384	80.0%
Dash Punctuation	75096	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	72775	24.2%
1	69372	23.1%
0	54294	18.1%
2	27780	9.2%
8	21406	7.1%
3	12213	4.1%
7	11073	3.7%
5	10658	3.5%
4	10425	3.5%
6	10388	3.5%

Dash Punctuation

Value	Count	Frequency (%)
-	75096	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	375480	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	75096	20.0%
9	72775	19.4%
1	69372	18.5%
0	54294	14.5%
2	27780	7.4%
8	21406	5.7%
3	12213	3.3%
7	11073	2.9%
5	10658	2.8%
4	10425	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	375480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	75096	20.0%
9	72775	19.4%
1	69372	18.5%
0	54294	14.5%
2	27780	7.4%
8	21406	5.7%
3	12213	3.3%
7	11073	2.9%
5	10658	2.8%
4	10425	2.8%

height_cm
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	51
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.3008416

Minimum	154
Maximum	205
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	154
5-th percentile	170
Q1	177
median	181
Q3	186
95-th percentile	192
Maximum	205
Range	51
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.718944194
Coefficient of variation (CV)	0.0370596415
Kurtosis	-0.261361742
Mean	181.3008416
Median Absolute Deviation (MAD)	5
Skewness	-0.04820485017
Sum	6807484
Variance	45.14421108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	3169	8.4%
178	2502	6.7%
183	2485	6.6%
185	2461	6.6%
175	2088	5.6%
188	1823	4.9%
182	1770	4.7%
184	1676	4.5%
186	1530	4.1%
187	1463	3.9%
Other values (41)	16581	44.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
154	1	< 0.1%
155	2	< 0.1%
156	2	< 0.1%
157	3	< 0.1%
158	8	< 0.1%
159	7	< 0.1%
160	14	< 0.1%
161	14	< 0.1%
162	18	< 0.1%
163	48	0.1%

Value	Count	Frequency (%)
205	3	< 0.1%
203	9	< 0.1%
202	8	< 0.1%
201	21	0.1%
200	18	< 0.1%
199	26	0.1%
198	73	0.2%
197	110	0.3%
196	274	0.7%
195	230	0.6%

weight_kg
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	58
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.29090764

Minimum	49
Maximum	110
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	49
5-th percentile	64
Q1	70
median	75
Q3	80
95-th percentile	87
Maximum	110
Range	61
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.024779156
Coefficient of variation (CV)	0.0933018259
Kurtosis	0.07666251427
Mean	75.29090764
Median Absolute Deviation (MAD)	5
Skewness	0.2128692037
Sum	2827023
Variance	49.3475222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	3005	8.0%
70	2956	7.9%
80	2165	5.8%
78	2024	5.4%
72	1995	5.3%
73	1962	5.2%
74	1849	4.9%
77	1819	4.8%
76	1784	4.8%
79	1425	3.8%
Other values (48)	16564	44.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
49	1	< 0.1%
50	3	< 0.1%
52	5	< 0.1%
53	7	< 0.1%
54	12	< 0.1%
55	17	< 0.1%
56	30	0.1%
57	32	0.1%
58	74	0.2%
59	65	0.2%

Value	Count	Frequency (%)
110	3	< 0.1%
107	3	< 0.1%
106	1	< 0.1%
104	1	< 0.1%
103	4	< 0.1%
102	7	< 0.1%
101	7	< 0.1%
100	5	< 0.1%
99	5	< 0.1%
98	18	< 0.1%

nationality
Categorical

HIGH CARDINALITY

Distinct	169
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

England	3471
Germany	2508
Spain	2185
France	1986
Argentina	1958
Other values (164)	25440

Length

Max length	20
Median length	7
Mean length	7.621897305
Min length	4

Characters and Unicode

Total characters	286187
Distinct characters	57
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	Belgium
2nd row	Czech Republic
3rd row	Italy
4th row	Italy
5th row	India

Common Values

Value	Count	Frequency (%)
England	3471	9.2%
Germany	2508	6.7%
Spain	2185	5.8%
France	1986	5.3%
Argentina	1958	5.2%
Brazil	1723	4.6%
Italy	1590	4.2%
Colombia	1213	3.2%
Japan	968	2.6%
Netherlands	877	2.3%
Other values (159)	19069	50.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
england	3471	8.0%
germany	2508	5.8%
spain	2185	5.1%
france	1986	4.6%
argentina	1958	4.5%
brazil	1723	4.0%
republic	1689	3.9%
italy	1590	3.7%
colombia	1213	2.8%
japan	968	2.2%
Other values (190)	23917	55.4%

Most occurring characters

Value	Count	Frequency (%)
a	38373	13.4%
n	28391	9.9%
e	22892	8.0%
r	19478	6.8%
i	19153	6.7%
l	17531	6.1%
o	11292	3.9%
t	10548	3.7%
d	10021	3.5%
g	8561	3.0%
Other values (47)	99947	34.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	237348	82.9%
Uppercase Letter	43144	15.1%
Space Separator	5660	2.0%
Other Punctuation	35	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	38373	16.2%
n	28391	12.0%
e	22892	9.6%
r	19478	8.2%
i	19153	8.1%
l	17531	7.4%
o	11292	4.8%
t	10548	4.4%
d	10021	4.2%
g	8561	3.6%
Other values (19)	51108	21.5%

Uppercase Letter

Value	Count	Frequency (%)
S	6332	14.7%
A	4142	9.6%
C	3808	8.8%
E	3686	8.5%
G	3211	7.4%
R	3053	7.1%
I	3009	7.0%
B	2666	6.2%
P	2217	5.1%
F	2213	5.1%
Other values (15)	8807	20.4%

Other Punctuation

Value	Count	Frequency (%)
&	29	82.9%
.	6	17.1%

Space Separator

Value	Count	Frequency (%)
	5660	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	280492	98.0%
Common	5695	2.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	38373	13.7%
n	28391	10.1%
e	22892	8.2%
r	19478	6.9%
i	19153	6.8%
l	17531	6.3%
o	11292	4.0%
t	10548	3.8%
d	10021	3.6%
g	8561	3.1%
Other values (44)	94252	33.6%

Common

Value	Count	Frequency (%)
	5660	99.4%
&	29	0.5%
.	6	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	286181	> 99.9%
Latin 1 Sup	6	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	38373	13.4%
n	28391	9.9%
e	22892	8.0%
r	19478	6.8%
i	19153	6.7%
l	17531	6.1%
o	11292	3.9%
t	10548	3.7%
d	10021	3.5%
g	8561	3.0%
Other values (44)	99941	34.9%

Latin 1 Sup

Value	Count	Frequency (%)
ã	2	33.3%
é	2	33.3%
í	2	33.3%

club
Categorical

HIGH CARDINALITY

Distinct	820
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	2.7 MiB

Borussia Dortmund	81
AS Monaco	78
TSG 1899 Hoffenheim	75
Newcastle United	75
Sheffield Wednesday	75
Other values (815)	37164

Length

Max length	36
Median length	13
Mean length	13.22235539
Min length	3

Characters and Unicode

Total characters	496473
Distinct characters	105
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	AS Monaco
2nd row	Sporting Lokeren
3rd row	Sheffield Wednesday
4th row	Pescara
5th row	India

Common Values

Value	Count	Frequency (%)
Borussia Dortmund	81	0.2%
AS Monaco	78	0.2%
TSG 1899 Hoffenheim	75	0.2%
Newcastle United	75	0.2%
Sheffield Wednesday	75	0.2%
Burnley	74	0.2%
Brighton & Hove Albion	74	0.2%
Leicester City	74	0.2%
Cardiff City	73	0.2%
Real Valladolid CF	73	0.2%
Other values (810)	36796	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fc	5824	7.3%
de	1489	1.9%
club	1251	1.6%
united	1168	1.5%
city	1152	1.4%
atlético	829	1.0%
al	799	1.0%
cd	757	0.9%
sc	663	0.8%
town	658	0.8%
Other values (1157)	65668	81.8%

Most occurring characters

Value	Count	Frequency (%)
	42776	8.6%
a	39217	7.9%
e	38942	7.8%
n	29540	5.9%
r	27544	5.5%
o	27382	5.5%
i	26845	5.4%
l	22370	4.5%
t	21988	4.4%
s	17716	3.6%
Other values (95)	202153	40.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	350730	70.6%
Uppercase Letter	97378	19.6%
Space Separator	42776	8.6%
Decimal Number	3290	0.7%
Other Punctuation	1617	0.3%
Dash Punctuation	614	0.1%
Open Punctuation	34	< 0.1%
Close Punctuation	34	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	39217	11.2%
e	38942	11.1%
n	29540	8.4%
r	27544	7.9%
o	27382	7.8%
i	26845	7.7%
l	22370	6.4%
t	21988	6.3%
s	17716	5.1%
d	13089	3.7%
Other values (46)	86097	24.5%

Uppercase Letter

Value	Count	Frequency (%)
C	16219	16.7%
F	10286	10.6%
S	10071	10.3%
A	7383	7.6%
B	4848	5.0%
K	4032	4.1%
M	3672	3.8%
R	3670	3.8%
P	3593	3.7%
L	3544	3.6%
Other values (21)	30060	30.9%

Decimal Number

Value	Count	Frequency (%)
1	867	26.4%
9	531	16.1%
8	524	15.9%
0	465	14.1%
4	284	8.6%
6	215	6.5%
3	140	4.3%
5	112	3.4%
2	82	2.5%
7	70	2.1%

Other Punctuation

Value	Count	Frequency (%)
.	1296	80.1%
'	171	10.6%
&	115	7.1%
/	35	2.2%

Space Separator

Value	Count	Frequency (%)
	42776	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	614	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	34	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	448108	90.3%
Common	48365	9.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	39217	8.8%
e	38942	8.7%
n	29540	6.6%
r	27544	6.1%
o	27382	6.1%
i	26845	6.0%
l	22370	5.0%
t	21988	4.9%
s	17716	4.0%
C	16219	3.6%
Other values (77)	180345	40.2%

Common

Value	Count	Frequency (%)
	42776	88.4%
.	1296	2.7%
1	867	1.8%
-	614	1.3%
9	531	1.1%
8	524	1.1%
0	465	1.0%
4	284	0.6%
6	215	0.4%
'	171	0.4%
Other values (8)	622	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	489065	98.5%
Latin 1 Sup	6277	1.3%
Latin Ext A	1131	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42776	8.7%
a	39217	8.0%
e	38942	8.0%
n	29540	6.0%
r	27544	5.6%
o	27382	5.6%
i	26845	5.5%
l	22370	4.6%
t	21988	4.5%
s	17716	3.6%
Other values (60)	194745	39.8%

Latin 1 Sup

Value	Count	Frequency (%)
é	1324	21.1%
ó	1027	16.4%
ü	655	10.4%
ö	536	8.5%
á	431	6.9%
ø	400	6.4%
í	304	4.8%
ú	199	3.2%
ñ	173	2.8%
ç	139	2.2%
Other values (15)	1089	17.3%

Latin Ext A

Value	Count	Frequency (%)
ş	440	38.9%
ł	302	26.7%
ń	170	15.0%
ę	87	7.7%
ğ	37	3.3%
ň	34	3.0%
ą	21	1.9%
ı	19	1.7%
ź	19	1.7%
Ś	2	0.2%

overall
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	49
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.29082774

Minimum	46
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	46
5-th percentile	54
Q1	62
median	66
Q3	71
95-th percentile	78
Maximum	94
Range	48
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.993904337
Coefficient of variation (CV)	0.105503349
Kurtosis	0.03719615588
Mean	66.29082774
Median Absolute Deviation (MAD)	5
Skewness	0.04304902729
Sum	2489088
Variance	48.91469787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
66	2323	6.2%
64	2246	6.0%
67	2238	6.0%
65	2221	5.9%
68	2161	5.8%
69	1977	5.3%
63	1948	5.2%
70	1827	4.9%
62	1738	4.6%
71	1568	4.2%
Other values (39)	17301	46.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	6	< 0.1%
47	28	0.1%
48	67	0.2%
49	116	0.3%
50	216	0.6%
51	262	0.7%
52	353	0.9%
53	443	1.2%
54	480	1.3%
55	596	1.6%

Value	Count	Frequency (%)
94	3	< 0.1%
93	2	< 0.1%
92	4	< 0.1%
91	8	< 0.1%
90	12	< 0.1%
89	25	0.1%
88	34	0.1%
87	30	0.1%
86	40	0.1%
85	55	0.1%

potential
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	49
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.43038244

Minimum	46
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	46
5-th percentile	62
Q1	67
median	71
Q3	75
95-th percentile	82
Maximum	95
Range	49
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.128342593
Coefficient of variation (CV)	0.08579462105
Kurtosis	0.07009830682
Mean	71.43038244
Median Absolute Deviation (MAD)	4
Skewness	0.2271802164
Sum	2682068
Variance	37.55658294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
70	2478	6.6%
71	2384	6.3%
72	2371	6.3%
68	2359	6.3%
69	2351	6.3%
73	2232	5.9%
67	2131	5.7%
74	2109	5.6%
75	1964	5.2%
66	1880	5.0%
Other values (39)	15289	40.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2	< 0.1%
48	3	< 0.1%
49	2	< 0.1%
50	4	< 0.1%
51	7	< 0.1%
52	16	< 0.1%
53	13	< 0.1%
54	25	0.1%
55	44	0.1%
56	65	0.2%

Value	Count	Frequency (%)
95	2	< 0.1%
94	7	< 0.1%
93	12	< 0.1%
92	21	0.1%
91	22	0.1%
90	35	0.1%
89	59	0.2%
88	83	0.2%
87	140	0.4%
86	212	0.6%

value
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	243
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2467932.646

Minimum	0
Maximum	123000000
Zeros	523
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	0
5-th percentile	90000
Q1	325000
median	700000
Q3	2100000
95-th percentile	10500000
Maximum	123000000
Range	123000000
Interquartile range (IQR)	1775000

Descriptive statistics

Standard deviation	5646339.227
Coefficient of variation (CV)	2.287882222
Kurtosis	77.72967875
Mean	2467932.646
Median Absolute Deviation (MAD)	500000
Skewness	7.05609803
Sum	9.2665935 × 10¹⁰
Variance	3.188114667 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100000	908	2.4%
325000	729	1.9%
1200000	709	1.9%
375000	700	1.9%
425000	686	1.8%
525000	681	1.8%
450000	672	1.8%
350000	669	1.8%
1000000	651	1.7%
400000	624	1.7%
Other values (233)	30519	81.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	523	1.4%
10000	26	0.1%
20000	30	0.1%
30000	63	0.2%
40000	130	0.3%
50000	256	0.7%
60000	323	0.9%
70000	249	0.7%
80000	262	0.7%
90000	306	0.8%

Value	Count	Frequency (%)
123000000	1	< 0.1%
118500000	1	< 0.1%
110500000	1	< 0.1%
105500000	1	< 0.1%
105000000	1	< 0.1%
102000000	1	< 0.1%
97000000	1	< 0.1%
95500000	1	< 0.1%
93500000	1	< 0.1%
93000000	1	< 0.1%

player_positions
Categorical

HIGH CARDINALITY

Distinct	1083
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

CB	4671
GK	4192
ST	3795
CM	1542
CDM, CM	1456
Other values (1078)	21892

Length

Max length	17
Median length	3
Mean length	4.791866411
Min length	2

Characters and Unicode

Total characters	179925
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	498 ?
Unique (%)	1.3%

Sample

1st row	CM, CDM
2nd row	CM, CDM, CAM
3rd row	ST, CAM
4th row	ST
5th row	CDM

Common Values

Value	Count	Frequency (%)
CB	4671	12.4%
GK	4192	11.2%
ST	3795	10.1%
CM	1542	4.1%
CDM, CM	1456	3.9%
LB	1428	3.8%
CM, CDM	1286	3.4%
RB	1211	3.2%
CDM	771	2.1%
CAM	646	1.7%
Other values (1073)	16550	44.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cm	7673	12.6%
cb	7658	12.6%
st	6819	11.2%
cdm	5616	9.2%
lm	5202	8.5%
rm	5092	8.4%
cam	4619	7.6%
lb	4266	7.0%
gk	4192	6.9%
rb	4168	6.8%
Other values (5)	5622	9.2%

Most occurring characters

Value	Count	Frequency (%)
M	28202	15.7%
C	26335	14.6%
,	23379	13.0%
	23379	13.0%
B	17170	9.5%
L	11909	6.6%
R	11672	6.5%
S	6819	3.8%
T	6819	3.8%
D	5616	3.1%
Other values (5)	18625	10.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	133167	74.0%
Other Punctuation	23379	13.0%
Space Separator	23379	13.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	28202	21.2%
C	26335	19.8%
B	17170	12.9%
L	11909	8.9%
R	11672	8.8%
S	6819	5.1%
T	6819	5.1%
D	5616	4.2%
W	4853	3.6%
A	4619	3.5%
Other values (3)	9153	6.9%

Other Punctuation

Value	Count	Frequency (%)
,	23379	100.0%

Space Separator

Value	Count	Frequency (%)
	23379	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	133167	74.0%
Common	46758	26.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	28202	21.2%
C	26335	19.8%
B	17170	12.9%
L	11909	8.9%
R	11672	8.8%
S	6819	5.1%
T	6819	5.1%
D	5616	4.2%
W	4853	3.6%
A	4619	3.5%
Other values (3)	9153	6.9%

Common

Value	Count	Frequency (%)
,	23379	50.0%
	23379	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	179925	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	28202	15.7%
C	26335	14.6%
,	23379	13.0%
	23379	13.0%
B	17170	9.5%
L	11909	6.6%
R	11672	6.5%
S	6819	3.8%
T	6819	3.8%
D	5616	3.1%
Other values (5)	18625	10.4%

preferred_foot
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Right	28674
Left	8874

Length

Max length	5
Median length	5
Mean length	4.763662512
Min length	4

Characters and Unicode

Total characters	178866
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Right
2nd row	Right
3rd row	Right
4th row	Right
5th row	Right

Common Values

Value	Count	Frequency (%)
Right	28674	76.4%
Left	8874	23.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
right	28674	76.4%
left	8874	23.6%

Most occurring characters

Value	Count	Frequency (%)
t	37548	21.0%
R	28674	16.0%
i	28674	16.0%
g	28674	16.0%
h	28674	16.0%
L	8874	5.0%
e	8874	5.0%
f	8874	5.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	141318	79.0%
Uppercase Letter	37548	21.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	37548	26.6%
i	28674	20.3%
g	28674	20.3%
h	28674	20.3%
e	8874	6.3%
f	8874	6.3%

Uppercase Letter

Value	Count	Frequency (%)
R	28674	76.4%
L	8874	23.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	178866	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	37548	21.0%
R	28674	16.0%
i	28674	16.0%
g	28674	16.0%
h	28674	16.0%
L	8874	5.0%
e	8874	5.0%
f	8874	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	178866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	37548	21.0%
R	28674	16.0%
i	28674	16.0%
g	28674	16.0%
h	28674	16.0%
L	8874	5.0%
e	8874	5.0%
f	8874	5.0%

international_reputation
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

1	34041
2	2739
3	649
4	104
5	15

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	37548
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37548	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	37548	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	34041	90.7%
2	2739	7.3%
3	649	1.7%
4	104	0.3%
5	15	< 0.1%

weak_foot
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

3	23337
2	7873
4	5535
5	488
1	315

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	37548
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

Most occurring characters

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37548	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	37548	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	23337	62.2%
2	7873	21.0%
4	5535	14.7%
5	488	1.3%
1	315	0.8%

skill_moves
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

2	18273
3	13048
1	4192
4	1931
5	104

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	37548
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	3
3rd row	4
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

Most occurring characters

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37548	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	37548	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	18273	48.7%
3	13048	34.8%
1	4192	11.2%
4	1931	5.1%
5	104	0.3%

work_rate
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.5 MiB

Medium/Medium	20433
High/Medium	6629
Medium/High	3424
High/High	1956
Medium/Low	1759
Other values (4)	3347

Length

Max length	13
Median length	13
Mean length	11.71761479
Min length	7

Characters and Unicode

Total characters	439973
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medium/Medium
2nd row	Medium/Medium
3rd row	High/Medium
4th row	High/Low
5th row	Medium/Medium

Common Values

Value	Count	Frequency (%)
Medium/Medium	20433	54.4%
High/Medium	6629	17.7%
Medium/High	3424	9.1%
High/High	1956	5.2%
Medium/Low	1759	4.7%
High/Low	1463	3.9%
Low/Medium	927	2.5%
Low/High	894	2.4%
Low/Low	63	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
medium/medium	20433	54.4%
high/medium	6629	17.7%
medium/high	3424	9.1%
high/high	1956	5.2%
medium/low	1759	4.7%
high/low	1463	3.9%
low/medium	927	2.5%
low/high	894	2.4%
low/low	63	0.2%

Most occurring characters

Value	Count	Frequency (%)
i	69927	15.9%
M	53605	12.2%
e	53605	12.2%
d	53605	12.2%
u	53605	12.2%
m	53605	12.2%
/	37548	8.5%
H	16322	3.7%
g	16322	3.7%
h	16322	3.7%
Other values (3)	15507	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	327329	74.4%
Uppercase Letter	75096	17.1%
Other Punctuation	37548	8.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	69927	21.4%
e	53605	16.4%
d	53605	16.4%
u	53605	16.4%
m	53605	16.4%
g	16322	5.0%
h	16322	5.0%
o	5169	1.6%
w	5169	1.6%

Uppercase Letter

Value	Count	Frequency (%)
M	53605	71.4%
H	16322	21.7%
L	5169	6.9%

Other Punctuation

Value	Count	Frequency (%)
/	37548	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	402425	91.5%
Common	37548	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	69927	17.4%
M	53605	13.3%
e	53605	13.3%
d	53605	13.3%
u	53605	13.3%
m	53605	13.3%
H	16322	4.1%
g	16322	4.1%
h	16322	4.1%
L	5169	1.3%
Other values (2)	10338	2.6%

Common

Value	Count	Frequency (%)
/	37548	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	439973	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	69927	15.9%
M	53605	12.2%
e	53605	12.2%
d	53605	12.2%
u	53605	12.2%
m	53605	12.2%
/	37548	8.5%
H	16322	3.7%
g	16322	3.7%
h	16322	3.7%
Other values (3)	15507	3.5%

body_type
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Normal	22016
Lean	13239
Stocky	2276
Neymar	3
C. Ronaldo	3
Other values (5)	11

Length

Max length	19
Median length	6
Mean length	5.296127623
Min length	4

Characters and Unicode

Total characters	198859
Distinct characters	38
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal
2nd row	Lean
3rd row	Normal
4th row	Normal
5th row	Lean

Common Values

Value	Count	Frequency (%)
Normal	22016	58.6%
Lean	13239	35.3%
Stocky	2276	6.1%
Neymar	3	< 0.1%
C. Ronaldo	3	< 0.1%
Shaqiri	3	< 0.1%
Messi	2	< 0.1%
Courtois	2	< 0.1%
Akinfenwa	2	< 0.1%
PLAYER_BODY_TYPE_25	2	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
normal	22016	58.6%
lean	13239	35.3%
stocky	2276	6.1%
shaqiri	3	< 0.1%
c	3	< 0.1%
neymar	3	< 0.1%
ronaldo	3	< 0.1%
messi	2	< 0.1%
akinfenwa	2	< 0.1%
courtois	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	35266	17.7%
o	24302	12.2%
r	22024	11.1%
N	22019	11.1%
m	22019	11.1%
l	22019	11.1%
e	13246	6.7%
n	13246	6.7%
L	13241	6.7%
S	2279	1.1%
Other values (28)	9198	4.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	161266	81.1%
Uppercase Letter	37577	18.9%
Connector Punctuation	6	< 0.1%
Decimal Number	4	< 0.1%
Other Punctuation	3	< 0.1%
Space Separator	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	35266	21.9%
o	24302	15.1%
r	22024	13.7%
m	22019	13.7%
l	22019	13.7%
e	13246	8.2%
n	13246	8.2%
y	2279	1.4%
t	2278	1.4%
k	2278	1.4%
Other values (9)	2309	1.4%

Uppercase Letter

Value	Count	Frequency (%)
N	22019	58.6%
L	13241	35.2%
S	2279	6.1%
Y	6	< 0.1%
C	5	< 0.1%
R	5	< 0.1%
A	4	< 0.1%
P	4	< 0.1%
E	4	< 0.1%
B	2	< 0.1%
Other values (4)	8	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	2	50.0%
5	2	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	198843	> 99.9%
Common	16	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	35266	17.7%
o	24302	12.2%
r	22024	11.1%
N	22019	11.1%
m	22019	11.1%
l	22019	11.1%
e	13246	6.7%
n	13246	6.7%
L	13241	6.7%
S	2279	1.1%
Other values (23)	9182	4.6%

Common

Value	Count	Frequency (%)
_	6	37.5%
.	3	18.8%
	3	18.8%
2	2	12.5%
5	2	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	198859	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	35266	17.7%
o	24302	12.2%
r	22024	11.1%
N	22019	11.1%
m	22019	11.1%
l	22019	11.1%
e	13246	6.7%
n	13246	6.7%
L	13241	6.7%
S	2279	1.1%
Other values (28)	9198	4.6%

real_face
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.8 KiB

False	34209
True	3339

Common Values
Chart

Value	Count	Frequency (%)
False	34209	91.1%
True	3339	8.9%

release_clause_eur
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1438
Distinct (%)	4.2%
Missing	3020
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	4695537.1

Minimum	13000
Maximum	236800000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	13000
5-th percentile	171000
Q1	538000
median	1200000
Q3	3700000
95-th percentile	20000000
Maximum	236800000
Range	236787000
Interquartile range (IQR)	3162000

Descriptive statistics

Standard deviation	11204861.6
Coefficient of variation (CV)	2.386279006
Kurtosis	77.73687183
Mean	4695537.1
Median Absolute Deviation (MAD)	849000
Skewness	7.083673445
Sum	1.62127505 × 10¹¹
Variance	1.255489235 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100000	1131	3.0%
1200000	846	2.3%
1300000	846	2.3%
1400000	775	2.1%
1500000	686	1.8%
1600000	662	1.8%
1000000	609	1.6%
1700000	560	1.5%
1800000	463	1.2%
1900000	432	1.2%
Other values (1428)	27518	73.3%
(Missing)	3020	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13000	11	< 0.1%
16000	1	< 0.1%
17000	1	< 0.1%
18000	12	< 0.1%
22000	1	< 0.1%
25000	9	< 0.1%
26000	1	< 0.1%
27000	2	< 0.1%
29000	2	< 0.1%
31000	3	< 0.1%

Value	Count	Frequency (%)
236800000	1	< 0.1%
228100000	1	< 0.1%
226500000	1	< 0.1%
215300000	1	< 0.1%
198900000	1	< 0.1%
196400000	1	< 0.1%
195800000	1	< 0.1%
195200000	1	< 0.1%
191700000	1	< 0.1%
184500000	1	< 0.1%

player_tags
Categorical

HIGH CARDINALITY
MISSING

Distinct	109
Distinct (%)	3.5%
Missing	34410
Missing (%)	91.6%
Memory size	1.3 MiB

#Strength	1030
#Acrobat	502
#Engine	436
#Speedster	336
#Speedster, #Acrobat	131
Other values (104)	703

Length

Max length	132
Median length	9
Mean length	12.19088591
Min length	7

Characters and Unicode

Total characters	38255
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	49 ?
Unique (%)	1.6%

Sample

1st row	#Distance Shooter
2nd row	#Acrobat
3rd row	#Dribbler
4th row	#Strength
5th row	#Speedster, #Acrobat

Common Values

Value	Count	Frequency (%)
#Strength	1030	2.7%
#Acrobat	502	1.3%
#Engine	436	1.2%
#Speedster	336	0.9%
#Speedster, #Acrobat	131	0.3%
#Aerial Threat, #Strength	116	0.3%
#Aerial Threat	74	0.2%
#Dribbler	71	0.2%
#Dribbler, #Acrobat	38	0.1%
#Speedster, #Dribbler, #Acrobat	36	0.1%
Other values (99)	368	1.0%
(Missing)	34410	91.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
strength	1189	27.1%
acrobat	769	17.5%
speedster	535	12.2%
engine	494	11.2%
dribbler	217	4.9%
aerial	207	4.7%
threat	207	4.7%
	93	2.1%
tactician	74	1.7%
tackling	68	1.5%
Other values (13)	539	12.3%

Most occurring characters

Value	Count	Frequency (%)
e	4443	11.6%
t	4148	10.8%
#	3895	10.2%
r	3716	9.7%
n	2476	6.5%
S	1812	4.7%
g	1751	4.6%
a	1704	4.5%
i	1524	4.0%
h	1514	4.0%
Other values (24)	11272	29.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27835	72.8%
Other Punctuation	4652	12.2%
Uppercase Letter	4347	11.4%
Space Separator	1421	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4443	16.0%
t	4148	14.9%
r	3716	13.4%
n	2476	8.9%
g	1751	6.3%
a	1704	6.1%
i	1524	5.5%
h	1514	5.4%
b	1203	4.3%
c	1151	4.1%
Other values (10)	4205	15.1%

Uppercase Letter

Value	Count	Frequency (%)
S	1812	41.7%
A	976	22.5%
E	494	11.4%
T	349	8.0%
D	270	6.2%
C	169	3.9%
F	121	2.8%
P	85	2.0%
K	48	1.1%
M	23	0.5%

Other Punctuation

Value	Count	Frequency (%)
#	3895	83.7%
,	757	16.3%

Space Separator

Value	Count	Frequency (%)
	1220	85.9%
	201	14.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	32182	84.1%
Common	6073	15.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4443	13.8%
t	4148	12.9%
r	3716	11.5%
n	2476	7.7%
S	1812	5.6%
g	1751	5.4%
a	1704	5.3%
i	1524	4.7%
h	1514	4.7%
b	1203	3.7%
Other values (20)	7891	24.5%

Common

Value	Count	Frequency (%)
#	3895	64.1%
	1220	20.1%
,	757	12.5%
	201	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38054	99.5%
Latin 1 Sup	201	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4443	11.7%
t	4148	10.9%
#	3895	10.2%
r	3716	9.8%
n	2476	6.5%
S	1812	4.8%
g	1751	4.6%
a	1704	4.5%
i	1524	4.0%
h	1514	4.0%
Other values (23)	11071	29.1%

Latin 1 Sup

Value	Count	Frequency (%)
	201	100.0%

team_position
Categorical

HIGH CORRELATION
MISSING

Distinct	29
Distinct (%)	0.1%
Missing	502
Missing (%)	1.3%
Memory size	2.1 MiB

SUB	16007
RES	6163
GK	1353
RCB	1349
LCB	1326
Other values (24)	10848

Length

Max length	3
Median length	3
Mean length	2.777654808
Min length	2

Characters and Unicode

Total characters	102901
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	RDM
2nd row	LDM
3rd row	SUB
4th row	ST
5th row	LCB

Common Values

Value	Count	Frequency (%)
SUB	16007	42.6%
RES	6163	16.4%
GK	1353	3.6%
RCB	1349	3.6%
LCB	1326	3.5%
LB	1176	3.1%
RB	1139	3.0%
ST	919	2.4%
RM	882	2.3%
LM	881	2.3%
Other values (19)	5851	15.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sub	16007	43.2%
res	6163	16.6%
gk	1353	3.7%
rcb	1349	3.6%
lcb	1326	3.6%
lb	1176	3.2%
rb	1139	3.1%
st	919	2.5%
rm	882	2.4%
lm	881	2.4%
Other values (19)	5851	15.8%

Most occurring characters

Value	Count	Frequency (%)
S	23929	23.3%
B	21405	20.8%
U	16007	15.6%
R	11787	11.5%
E	6163	6.0%
M	5668	5.5%
C	5651	5.5%
L	5631	5.5%
D	1369	1.3%
G	1353	1.3%
Other values (5)	3938	3.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	102901	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	23929	23.3%
B	21405	20.8%
U	16007	15.6%
R	11787	11.5%
E	6163	6.0%
M	5668	5.5%
C	5651	5.5%
L	5631	5.5%
D	1369	1.3%
G	1353	1.3%
Other values (5)	3938	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	102901	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	23929	23.3%
B	21405	20.8%
U	16007	15.6%
R	11787	11.5%
E	6163	6.0%
M	5668	5.5%
C	5651	5.5%
L	5631	5.5%
D	1369	1.3%
G	1353	1.3%
Other values (5)	3938	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102901	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	23929	23.3%
B	21405	20.8%
U	16007	15.6%
R	11787	11.5%
E	6163	6.0%
M	5668	5.5%
C	5651	5.5%
L	5631	5.5%
D	1369	1.3%
G	1353	1.3%
Other values (5)	3938	3.8%

team_jersey_number
Real number (ℝ_≥0)

MISSING

Distinct	99
Distinct (%)	0.3%
Missing	502
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.92336555

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	17
Q3	27
95-th percentile	45
Maximum	99
Range	98
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.39872615
Coefficient of variation (CV)	0.8230901607
Kurtosis	6.637976948
Mean	19.92336555
Median Absolute Deviation (MAD)	9
Skewness	2.143918214
Sum	738081
Variance	268.9182193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1260	3.4%
7	1255	3.3%
8	1228	3.3%
1	1197	3.2%
5	1194	3.2%
11	1163	3.1%
20	1161	3.1%
9	1155	3.1%
6	1151	3.1%
4	1140	3.0%
Other values (89)	25142	67.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1197	3.2%
2	1026	2.7%
3	1075	2.9%
4	1140	3.0%
5	1194	3.2%
6	1151	3.1%
7	1255	3.3%
8	1228	3.3%
9	1155	3.1%
10	1260	3.4%

Value	Count	Frequency (%)
99	143	0.4%
98	37	0.1%
97	39	0.1%
96	29	0.1%
95	38	0.1%
94	25	0.1%
93	41	0.1%
92	22	0.1%
91	42	0.1%
90	50	0.1%

loaned_from
Categorical

HIGH CARDINALITY
MISSING

Distinct	435
Distinct (%)	17.4%
Missing	35051
Missing (%)	93.3%
Memory size	1.2 MiB

Atalanta	39
Sassuolo	34
Manchester City	29
Inter	29
SL Benfica	27
Other values (430)	2339

Length

Max length	35
Median length	11
Mean length	12.29395274
Min length	3

Characters and Unicode

Total characters	30698
Distinct characters	92
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	116 ?
Unique (%)	4.6%

Sample

1st row	Royal Excel Mouscron
2nd row	Sheffield United
3rd row	Amiens SC
4th row	Napoli
5th row	Manchester City

Common Values

Value	Count	Frequency (%)
Atalanta	39	0.1%
Sassuolo	34	0.1%
Manchester City	29	0.1%
Inter	29	0.1%
SL Benfica	27	0.1%
Tigres U.A.N.L.	26	0.1%
Genoa	26	0.1%
Sporting CP	25	0.1%
Chelsea	25	0.1%
FC Porto	25	0.1%
Other values (425)	2212	5.9%
(Missing)	35051	93.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fc	264	5.4%
city	122	2.5%
club	112	2.3%
united	110	2.3%
de	91	1.9%
atlético	68	1.4%
cf	65	1.3%
manchester	45	0.9%
real	45	0.9%
al	44	0.9%
Other values (644)	3898	80.1%

Most occurring characters

Value	Count	Frequency (%)
e	2484	8.1%
a	2455	8.0%
	2367	7.7%
n	1877	6.1%
i	1791	5.8%
o	1754	5.7%
r	1712	5.6%
l	1604	5.2%
t	1602	5.2%
s	1017	3.3%
Other values (82)	12035	39.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22198	72.3%
Uppercase Letter	5733	18.7%
Space Separator	2367	7.7%
Other Punctuation	192	0.6%
Decimal Number	171	0.6%
Dash Punctuation	31	0.1%
Open Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2484	11.2%
a	2455	11.1%
n	1877	8.5%
i	1791	8.1%
o	1754	7.9%
r	1712	7.7%
l	1604	7.2%
t	1602	7.2%
s	1017	4.6%
d	918	4.1%
Other values (37)	4984	22.5%

Uppercase Letter

Value	Count	Frequency (%)
C	963	16.8%
S	604	10.5%
A	479	8.4%
F	477	8.3%
B	374	6.5%
L	296	5.2%
M	277	4.8%
R	275	4.8%
U	220	3.8%
P	188	3.3%
Other values (19)	1580	27.6%

Decimal Number

Value	Count	Frequency (%)
1	44	25.7%
9	39	22.8%
0	28	16.4%
8	21	12.3%
4	17	9.9%
5	8	4.7%
6	7	4.1%
3	4	2.3%
7	3	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	157	81.8%
&	26	13.5%
'	9	4.7%

Space Separator

Value	Count	Frequency (%)
	2367	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27931	91.0%
Common	2767	9.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2484	8.9%
a	2455	8.8%
n	1877	6.7%
i	1791	6.4%
o	1754	6.3%
r	1712	6.1%
l	1604	5.7%
t	1602	5.7%
s	1017	3.6%
C	963	3.4%
Other values (66)	10672	38.2%

Common

Value	Count	Frequency (%)
	2367	85.5%
.	157	5.7%
1	44	1.6%
9	39	1.4%
-	31	1.1%
0	28	1.0%
&	26	0.9%
8	21	0.8%
4	17	0.6%
'	9	0.3%
Other values (6)	28	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30386	99.0%
Latin 1 Sup	288	0.9%
Latin Ext A	24	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2484	8.2%
a	2455	8.1%
	2367	7.8%
n	1877	6.2%
i	1791	5.9%
o	1754	5.8%
r	1712	5.6%
l	1604	5.3%
t	1602	5.3%
s	1017	3.3%
Other values (58)	11723	38.6%

Latin 1 Sup

Value	Count	Frequency (%)
é	114	39.6%
ó	39	13.5%
á	24	8.3%
ü	20	6.9%
ö	16	5.6%
í	14	4.9%
É	10	3.5%
è	9	3.1%
ñ	8	2.8%
ú	7	2.4%
Other values (10)	27	9.4%

Latin Ext A

Value	Count	Frequency (%)
ş	15	62.5%
ń	6	25.0%
ł	2	8.3%
ę	1	4.2%

joined
Categorical

HIGH CARDINALITY
MISSING

Distinct	2189
Distinct (%)	6.3%
Missing	2999
Missing (%)	8.0%
Memory size	2.3 MiB

2017-07-01	2290
2018-07-01	1951
2016-07-01	1389
2019-07-01	1022
2015-07-01	860
Other values (2184)	27037

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	345490
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	444 ?
Unique (%)	1.3%

Sample

1st row	2017-07-01
2nd row	2018-01-29
3rd row	2015-08-29
4th row	2019-07-18
5th row	2017-01-07

Common Values

Value	Count	Frequency (%)
2017-07-01	2290	6.1%
2018-07-01	1951	5.2%
2016-07-01	1389	3.7%
2019-07-01	1022	2.7%
2015-07-01	860	2.3%
2018-01-01	625	1.7%
2014-07-01	516	1.4%
2017-01-01	495	1.3%
2016-01-01	456	1.2%
2015-01-01	396	1.1%
Other values (2179)	24549	65.4%
(Missing)	2999	8.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2017-07-01	2290	6.6%
2018-07-01	1951	5.6%
2016-07-01	1389	4.0%
2019-07-01	1022	3.0%
2015-07-01	860	2.5%
2018-01-01	625	1.8%
2014-07-01	516	1.5%
2017-01-01	495	1.4%
2016-01-01	456	1.3%
2015-01-01	396	1.1%
Other values (2179)	24549	71.1%

Most occurring characters

Value	Count	Frequency (%)
0	91649	26.5%
-	69098	20.0%
1	66342	19.2%
2	45244	13.1%
7	27073	7.8%
8	13925	4.0%
6	9291	2.7%
9	6681	1.9%
5	5972	1.7%
3	5848	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	276392	80.0%
Dash Punctuation	69098	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	91649	33.2%
1	66342	24.0%
2	45244	16.4%
7	27073	9.8%
8	13925	5.0%
6	9291	3.4%
9	6681	2.4%
5	5972	2.2%
3	5848	2.1%
4	4367	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	69098	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	345490	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	91649	26.5%
-	69098	20.0%
1	66342	19.2%
2	45244	13.1%
7	27073	7.8%
8	13925	4.0%
6	9291	2.7%
9	6681	1.9%
5	5972	1.7%
3	5848	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	345490	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	91649	26.5%
-	69098	20.0%
1	66342	19.2%
2	45244	13.1%
7	27073	7.8%
8	13925	4.0%
6	9291	2.7%
9	6681	1.9%
5	5972	1.7%
3	5848	1.7%

contract_valid_until
Real number (ℝ_≥0)

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	502
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	2020.155428

Minimum	2017
Maximum	2026
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	2017
5-th percentile	2018
Q1	2019
median	2020
Q3	2021
95-th percentile	2023
Maximum	2026
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.531467241
Coefficient of variation (CV)	0.0007580937683
Kurtosis	-0.350227421
Mean	2020.155428
Median Absolute Deviation (MAD)	1
Skewness	0.2768468249
Sum	74838678
Variance	2.345391911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2020	9941	26.5%
2019	7426	19.8%
2021	6855	18.3%
2022	4708	12.5%
2018	4703	12.5%
2023	1944	5.2%
2017	774	2.1%
2024	672	1.8%
2025	17	< 0.1%
2026	6	< 0.1%
(Missing)	502	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2017	774	2.1%
2018	4703	12.5%
2019	7426	19.8%
2020	9941	26.5%
2021	6855	18.3%
2022	4708	12.5%
2023	1944	5.2%
2024	672	1.8%
2025	17	< 0.1%
2026	6	< 0.1%

Value	Count	Frequency (%)
2026	6	< 0.1%
2025	17	< 0.1%
2024	672	1.8%
2023	1944	5.2%
2022	4708	12.5%
2021	6855	18.3%
2020	9941	26.5%
2019	7426	19.8%
2018	4703	12.5%
2017	774	2.1%

nation_position
Categorical

HIGH CORRELATION
MISSING

Distinct	28
Distinct (%)	1.2%
Missing	35147
Missing (%)	93.6%
Memory size	1.2 MiB

SUB	1236
RCB	113
LCB	101
GK	98
LB	90
Other values (23)	763

Length

Max length	3
Median length	3
Mean length	2.728029988
Min length	2

Characters and Unicode

Total characters	6550
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SUB
2nd row	LDM
3rd row	LM
4th row	SUB
5th row	RB

Common Values

Value	Count	Frequency (%)
SUB	1236	3.3%
RCB	113	0.3%
LCB	101	0.3%
GK	98	0.3%
LB	90	0.2%
RB	88	0.2%
LM	77	0.2%
ST	77	0.2%
RM	72	0.2%
LCM	64	0.2%
Other values (18)	385	1.0%
(Missing)	35147	93.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sub	1236	51.5%
rcb	113	4.7%
lcb	101	4.2%
gk	98	4.1%
lb	90	3.7%
rb	88	3.7%
st	77	3.2%
lm	77	3.2%
rm	72	3.0%
lcm	64	2.7%
Other values (18)	385	16.0%

Most occurring characters

Value	Count	Frequency (%)
B	1655	25.3%
S	1366	20.9%
U	1236	18.9%
L	444	6.8%
R	443	6.8%
C	442	6.7%
M	441	6.7%
D	104	1.6%
G	98	1.5%
K	98	1.5%
Other values (4)	223	3.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6550	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	1655	25.3%
S	1366	20.9%
U	1236	18.9%
L	444	6.8%
R	443	6.8%
C	442	6.7%
M	441	6.7%
D	104	1.6%
G	98	1.5%
K	98	1.5%
Other values (4)	223	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6550	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	1655	25.3%
S	1366	20.9%
U	1236	18.9%
L	444	6.8%
R	443	6.8%
C	442	6.7%
M	441	6.7%
D	104	1.6%
G	98	1.5%
K	98	1.5%
Other values (4)	223	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	1655	25.3%
S	1366	20.9%
U	1236	18.9%
L	444	6.8%
R	443	6.8%
C	442	6.7%
M	441	6.7%
D	104	1.6%
G	98	1.5%
K	98	1.5%
Other values (4)	223	3.4%

nation_jersey_number
Real number (ℝ_≥0)

MISSING

Distinct	32
Distinct (%)	1.3%
Missing	35147
Missing (%)	93.6%
Infinite	0
Infinite (%)	0.0%
Mean	12.09204498

Minimum	1
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
median	12
Q3	18
95-th percentile	22
Maximum	87
Range	86
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.848134115
Coefficient of variation (CV)	0.5663338274
Kurtosis	4.680136399
Mean	12.09204498
Median Absolute Deviation (MAD)	6
Skewness	0.5570739633
Sum	29033
Variance	46.89694086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
7	112	0.3%
13	112	0.3%
19	112	0.3%
15	110	0.3%
10	109	0.3%
17	109	0.3%
8	106	0.3%
12	106	0.3%
3	106	0.3%
1	105	0.3%
Other values (22)	1314	3.5%
(Missing)	35147	93.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	105	0.3%
2	103	0.3%
3	106	0.3%
4	98	0.3%
5	104	0.3%
6	98	0.3%
7	112	0.3%
8	106	0.3%
9	96	0.3%
10	109	0.3%

Value	Count	Frequency (%)
87	1	< 0.1%
32	1	< 0.1%
30	2	< 0.1%
29	2	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
26	2	< 0.1%
25	1	< 0.1%
24	5	< 0.1%
23	92	0.2%

pace
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	74
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	67.88604749

Minimum	23
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	23
5-th percentile	48
Q1	62
median	69
Q3	76
95-th percentile	85
Maximum	96
Range	73
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.27912159
Coefficient of variation (CV)	0.1661478612
Kurtosis	0.5710823573
Mean	67.88604749
Median Absolute Deviation (MAD)	7
Skewness	-0.5511074726
Sum	2264407
Variance	127.2185839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	1375	3.7%
66	1326	3.5%
68	1315	3.5%
71	1284	3.4%
69	1247	3.3%
70	1240	3.3%
74	1209	3.2%
72	1198	3.2%
73	1197	3.2%
65	1174	3.1%
Other values (64)	20791	55.4%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23	2	< 0.1%
24	2	< 0.1%
25	3	< 0.1%
26	1	< 0.1%
27	2	< 0.1%
28	1	< 0.1%
29	13	< 0.1%
30	29	0.1%
31	62	0.2%
32	74	0.2%

Value	Count	Frequency (%)
96	4	< 0.1%
95	8	< 0.1%
94	27	0.1%
93	64	0.2%
92	107	0.3%
91	171	0.5%
90	199	0.5%
89	196	0.5%
88	218	0.6%
87	246	0.7%

shooting
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	79
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	52.36874925

Minimum	14
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	14
5-th percentile	27
Q1	42
median	55
Q3	63
95-th percentile	72
Maximum	93
Range	79
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.02335075
Coefficient of variation (CV)	0.2677808989
Kurtosis	-0.7490596442
Mean	52.36874925
Median Absolute Deviation (MAD)	10
Skewness	-0.304331459
Sum	1746812
Variance	196.6543662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	1031	2.7%
60	1026	2.7%
63	1007	2.7%
59	1000	2.7%
62	993	2.6%
64	976	2.6%
58	934	2.5%
57	923	2.5%
56	919	2.4%
65	899	2.4%
Other values (69)	23648	63.0%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	1	< 0.1%
15	4	< 0.1%
16	9	< 0.1%
17	10	< 0.1%
18	13	< 0.1%
19	16	< 0.1%
20	27	0.1%
21	45	0.1%
22	88	0.2%
23	177	0.5%

Value	Count	Frequency (%)
93	3	< 0.1%
91	1	< 0.1%
90	5	< 0.1%
89	3	< 0.1%
88	4	< 0.1%
87	6	< 0.1%
86	10	< 0.1%
85	15	< 0.1%
84	25	0.1%
83	25	0.1%

passing
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	68
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	57.15403526

Minimum	24
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	24
5-th percentile	38
Q1	50
median	58
Q3	64
95-th percentile	74
Maximum	92
Range	68
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.58677595
Coefficient of variation (CV)	0.1852323446
Kurtosis	-0.1718463685
Mean	57.15403526
Median Absolute Deviation (MAD)	7
Skewness	-0.2633392549
Sum	1906430
Variance	112.0798251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	1361	3.6%
61	1339	3.6%
60	1319	3.5%
62	1295	3.4%
57	1289	3.4%
58	1270	3.4%
63	1236	3.3%
56	1209	3.2%
64	1133	3.0%
54	1102	2.9%
Other values (58)	20803	55.4%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
24	7	< 0.1%
25	9	< 0.1%
26	20	0.1%
27	28	0.1%
28	62	0.2%
29	77	0.2%
30	66	0.2%
31	80	0.2%
32	105	0.3%
33	128	0.3%

Value	Count	Frequency (%)
92	1	< 0.1%
90	3	< 0.1%
89	3	< 0.1%
88	7	< 0.1%
87	7	< 0.1%
86	13	< 0.1%
85	14	< 0.1%
84	31	0.1%
83	30	0.1%
82	47	0.1%

dribbling
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	72
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	62.35318983

Minimum	23
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	23
5-th percentile	42
Q1	57
median	64
Q3	69
95-th percentile	77
Maximum	96
Range	73
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.45688992
Coefficient of variation (CV)	0.1677041696
Kurtosis	0.4131638844
Mean	62.35318983
Median Absolute Deviation (MAD)	6
Skewness	-0.6023270847
Sum	2079853
Variance	109.3465469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	1579	4.2%
64	1513	4.0%
66	1479	3.9%
67	1463	3.9%
63	1414	3.8%
68	1396	3.7%
62	1373	3.7%
69	1279	3.4%
61	1276	3.4%
70	1198	3.2%
Other values (62)	19386	51.6%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23	1	< 0.1%
26	2	< 0.1%
27	2	< 0.1%
28	15	< 0.1%
29	29	0.1%
30	53	0.1%
31	70	0.2%
32	78	0.2%
33	83	0.2%
34	83	0.2%

Value	Count	Frequency (%)
96	2	< 0.1%
95	3	< 0.1%
94	2	< 0.1%
93	1	< 0.1%
92	2	< 0.1%
91	10	< 0.1%
90	11	< 0.1%
89	23	0.1%
88	11	< 0.1%
87	35	0.1%

defending
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	77
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	51.3024943

Minimum	15
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	15
5-th percentile	23
Q1	36
median	56
Q3	65
95-th percentile	74
Maximum	91
Range	76
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	16.7665801
Coefficient of variation (CV)	0.3268180295
Kurtosis	-1.106418073
Mean	51.3024943
Median Absolute Deviation (MAD)	12
Skewness	-0.3307302013
Sum	1711246
Variance	281.1182081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63	1166	3.1%
64	1092	2.9%
62	1067	2.8%
65	1053	2.8%
61	1025	2.7%
60	996	2.7%
66	988	2.6%
59	907	2.4%
67	861	2.3%
69	799	2.1%
Other values (67)	23402	62.3%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	8	< 0.1%
16	28	0.1%
17	75	0.2%
18	165	0.4%
19	218	0.6%
20	266	0.7%
21	292	0.8%
22	374	1.0%
23	384	1.0%
24	432	1.2%

Value	Count	Frequency (%)
91	2	< 0.1%
90	3	< 0.1%
89	5	< 0.1%
88	8	< 0.1%
87	10	< 0.1%
86	19	0.1%
85	27	0.1%
84	26	0.1%
83	46	0.1%
82	59	0.2%

physic
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	63
Distinct (%)	0.2%
Missing	4192
Missing (%)	11.2%
Infinite	0
Infinite (%)	0.0%
Mean	64.94564696

Minimum	27
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	27
5-th percentile	47
Q1	59
median	66
Q3	72
95-th percentile	79
Maximum	92
Range	65
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.770087422
Coefficient of variation (CV)	0.150434831
Kurtosis	-0.1144696176
Mean	64.94564696
Median Absolute Deviation (MAD)	7
Skewness	-0.5006440082
Sum	2166327
Variance	95.45460824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	1447	3.9%
71	1436	3.8%
69	1415	3.8%
67	1363	3.6%
68	1358	3.6%
72	1336	3.6%
66	1322	3.5%
65	1282	3.4%
64	1238	3.3%
73	1196	3.2%
Other values (53)	19963	53.2%
(Missing)	4192	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
27	2	< 0.1%
30	1	< 0.1%
31	2	< 0.1%
32	5	< 0.1%
33	11	< 0.1%
34	21	0.1%
35	31	0.1%
36	33	0.1%
37	44	0.1%
38	72	0.2%

Value	Count	Frequency (%)
92	1	< 0.1%
90	3	< 0.1%
89	7	< 0.1%
88	14	< 0.1%
87	20	0.1%
86	41	0.1%
85	64	0.2%
84	115	0.3%
83	156	0.4%
82	231	0.6%

gk_diving
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	49
Distinct (%)	1.2%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	65.33730916

Minimum	39
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	39
5-th percentile	53
Q1	60
median	65
Q3	70
95-th percentile	79
Maximum	91
Range	52
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.786292626
Coefficient of variation (CV)	0.1191706963
Kurtosis	-0.0729418125
Mean	65.33730916
Median Absolute Deviation (MAD)	5
Skewness	0.1394722215
Sum	273894
Variance	60.62635286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
64	248	0.7%
65	223	0.6%
63	219	0.6%
62	213	0.6%
66	212	0.6%
68	209	0.6%
67	197	0.5%
61	184	0.5%
69	170	0.5%
70	169	0.5%
Other values (39)	2148	5.7%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
39	1	< 0.1%
44	1	< 0.1%
45	7	< 0.1%
46	15	< 0.1%
47	13	< 0.1%
48	18	< 0.1%
49	26	0.1%
50	23	0.1%
51	34	0.1%
52	51	0.1%

Value	Count	Frequency (%)
91	1	< 0.1%
90	3	< 0.1%
89	2	< 0.1%
88	5	< 0.1%
87	6	< 0.1%
86	11	< 0.1%
85	11	< 0.1%
84	14	< 0.1%
83	22	0.1%
82	27	0.1%

gk_handling
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	49
Distinct (%)	1.2%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	62.94584924

Minimum	43
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	43
5-th percentile	51
Q1	58
median	63
Q3	68
95-th percentile	76
Maximum	92
Range	49
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.561198779
Coefficient of variation (CV)	0.1201222777
Kurtosis	0.09200260467
Mean	62.94584924
Median Absolute Deviation (MAD)	5
Skewness	0.2431170038
Sum	263869
Variance	57.17172698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
62	249	0.7%
60	245	0.7%
65	229	0.6%
58	212	0.6%
64	208	0.6%
66	205	0.5%
59	205	0.5%
61	204	0.5%
63	202	0.5%
67	171	0.5%
Other values (39)	2062	5.5%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43	4	< 0.1%
44	4	< 0.1%
45	14	< 0.1%
46	13	< 0.1%
47	33	0.1%
48	38	0.1%
49	31	0.1%
50	44	0.1%
51	73	0.2%
52	93	0.2%

Value	Count	Frequency (%)
92	2	< 0.1%
91	2	< 0.1%
90	1	< 0.1%
88	2	< 0.1%
87	2	< 0.1%
86	4	< 0.1%
85	4	< 0.1%
84	10	< 0.1%
83	11	< 0.1%
82	14	< 0.1%

gk_kicking
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	54
Distinct (%)	1.3%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	61.62428435

Minimum	35
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	35
5-th percentile	50
Q1	56
median	61
Q3	66
95-th percentile	75
Maximum	93
Range	58
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.673535165
Coefficient of variation (CV)	0.1245212865
Kurtosis	0.2788842112
Mean	61.62428435
Median Absolute Deviation (MAD)	5
Skewness	0.301634685
Sum	258329
Variance	58.88314194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	247	0.7%
58	239	0.6%
59	228	0.6%
62	220	0.6%
65	219	0.6%
61	212	0.6%
64	209	0.6%
63	185	0.5%
66	183	0.5%
55	175	0.5%
Other values (44)	2075	5.5%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35	3	< 0.1%
39	1	< 0.1%
40	2	< 0.1%
41	2	< 0.1%
42	2	< 0.1%
43	2	< 0.1%
44	15	< 0.1%
45	17	< 0.1%
46	30	0.1%
47	31	0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
91	2	< 0.1%
90	5	< 0.1%
88	1	< 0.1%
87	4	< 0.1%
86	2	< 0.1%
85	2	< 0.1%
84	5	< 0.1%
83	3	< 0.1%
82	8	< 0.1%

gk_reflexes
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	50
Distinct (%)	1.2%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	66.28339695

Minimum	37
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	37
5-th percentile	53
Q1	60
median	66
Q3	72
95-th percentile	80
Maximum	92
Range	55
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.22226616
Coefficient of variation (CV)	0.1240471451
Kurtosis	-0.2248580549
Mean	66.28339695
Median Absolute Deviation (MAD)	6
Skewness	0.1155886023
Sum	277860
Variance	67.6056608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	219	0.6%
65	206	0.5%
66	202	0.5%
68	201	0.5%
63	195	0.5%
69	193	0.5%
67	177	0.5%
70	173	0.5%
62	169	0.5%
74	164	0.4%
Other values (40)	2293	6.1%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37	1	< 0.1%
44	3	< 0.1%
45	4	< 0.1%
46	10	< 0.1%
47	10	< 0.1%
48	14	< 0.1%
49	23	0.1%
50	26	0.1%
51	34	0.1%
52	58	0.2%

Value	Count	Frequency (%)
92	1	< 0.1%
91	1	< 0.1%
90	4	< 0.1%
89	6	< 0.1%
88	9	< 0.1%
87	13	< 0.1%
86	11	< 0.1%
85	17	< 0.1%
84	28	0.1%
83	32	0.1%

gk_speed
Real number (ℝ_≥0)

MISSING

Distinct	54
Distinct (%)	1.3%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	38.59541985

Minimum	12
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	12
5-th percentile	21
Q1	30
median	40
Q3	46
95-th percentile	55
Maximum	65
Range	53
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	10.46047693
Coefficient of variation (CV)	0.2710289712
Kurtosis	-0.7169194866
Mean	38.59541985
Median Absolute Deviation (MAD)	8
Skewness	-0.1259518726
Sum	161792
Variance	109.4215777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	220	0.6%
43	201	0.5%
44	184	0.5%
46	173	0.5%
48	157	0.4%
42	157	0.4%
41	133	0.4%
47	128	0.3%
38	122	0.3%
40	121	0.3%
Other values (44)	2596	6.9%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	2	< 0.1%
13	3	< 0.1%
14	2	< 0.1%
15	5	< 0.1%
16	19	0.1%
17	23	0.1%
18	38	0.1%
19	32	0.1%
20	32	0.1%
21	60	0.2%

Value	Count	Frequency (%)
65	4	< 0.1%
64	3	< 0.1%
63	14	< 0.1%
62	2	< 0.1%
61	11	< 0.1%
60	31	0.1%
59	17	< 0.1%
58	30	0.1%
57	34	0.1%
56	53	0.1%

gk_positioning
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	54
Distinct (%)	1.3%
Missing	33356
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	63.18821565

Minimum	38
Maximum	91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	293.5 KiB

Quantile statistics

Minimum	38
5-th percentile	49
Q1	58
median	64
Q3	69
95-th percentile	77
Maximum	91
Range	53
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.631960193
Coefficient of variation (CV)	0.1366071206
Kurtosis	-0.1337349555
Mean	63.18821565
Median Absolute Deviation (MAD)	6
Skewness	-0.02840629127
Sum	264885
Variance	74.51073678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	234	0.6%
65	231	0.6%
63	213	0.6%
66	189	0.5%
67	186	0.5%
62	184	0.5%
58	179	0.5%
61	174	0.5%
68	174	0.5%
60	168	0.4%
Other values (44)	2260	6.0%
(Missing)	33356	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38	1	< 0.1%
39	1	< 0.1%
40	10	< 0.1%
41	7	< 0.1%
42	10	< 0.1%
43	17	< 0.1%
44	22	0.1%
45	26	0.1%
46	25	0.1%
47	41	0.1%

Value	Count	Frequency (%)
91	1	< 0.1%
90	4	< 0.1%
89	2	< 0.1%
88	2	< 0.1%
87	3	< 0.1%
86	5	< 0.1%
85	7	< 0.1%
84	5	< 0.1%
83	7	< 0.1%
82	31	0.1%

player_traits
Categorical

HIGH CARDINALITY
MISSING

Distinct	2310
Distinct (%)	13.9%
Missing	20881
Missing (%)	55.6%
Memory size	2.1 MiB

Injury Prone	632
Speed Dribbler (CPU AI Only)	577
Early Crosser	532
Long Passer (CPU AI Only)	508
Dives Into Tackles (CPU AI Only)	450
Other values (2305)	13968

Length

Max length	167
Median length	28
Mean length	34.07463851
Min length	5

Characters and Unicode

Total characters	567922
Distinct characters	48
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1227 ?
Unique (%)	7.4%

Sample

1st row	Long Passer (CPU AI Only), Long Shot Taker (CPU AI Only), Playmaker (CPU AI Only)
2nd row	Avoids Using Weaker Foot, Early Crosser
3rd row	Selfish, Argues with Officials, Crowd Favourite, Skilled Dribbling
4th row	Power Header
5th row	Finesse Shot, Flair, Playmaker (CPU AI Only), Technical Dribbler (CPU AI Only)

Common Values

Value	Count	Frequency (%)
Injury Prone	632	1.7%
Speed Dribbler (CPU AI Only)	577	1.5%
Early Crosser	532	1.4%
Long Passer (CPU AI Only)	508	1.4%
Dives Into Tackles (CPU AI Only)	450	1.2%
Technical Dribbler (CPU AI Only)	363	1.0%
Power Free-Kick	330	0.9%
Long Shot Taker (CPU AI Only)	318	0.8%
Power Header	303	0.8%
Leadership	297	0.8%
Other values (2300)	12357	32.9%
(Missing)	20881	55.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ai	8731	9.5%
cpu	8731	9.5%
only	8731	9.5%
long	3748	4.1%
dribbler	3583	3.9%
shot	2881	3.1%
injury	2796	3.1%
power	1979	2.2%
speed	1802	2.0%
prone	1799	2.0%
Other values (74)	46834	51.1%

Most occurring characters

Value	Count	Frequency (%)
	74948	13.2%
e	48098	8.5%
r	39836	7.0%
n	25867	4.6%
i	25286	4.5%
a	24221	4.3%
l	24094	4.2%
s	23626	4.2%
o	22906	4.0%
P	16638	2.9%
Other values (38)	242402	42.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	341195	60.1%
Uppercase Letter	118078	20.8%
Space Separator	74948	13.2%
Other Punctuation	14064	2.5%
Open Punctuation	8731	1.5%
Close Punctuation	8731	1.5%
Dash Punctuation	2169	0.4%
Decimal Number	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	48098	14.1%
r	39836	11.7%
n	25867	7.6%
i	25286	7.4%
a	24221	7.1%
l	24094	7.1%
s	23626	6.9%
o	22906	6.7%
y	15163	4.4%
t	11553	3.4%
Other values (14)	80545	23.6%

Uppercase Letter

Value	Count	Frequency (%)
P	16638	14.1%
I	13281	11.2%
C	12485	10.6%
O	11219	9.5%
A	10866	9.2%
U	9948	8.4%
F	9040	7.7%
T	8933	7.6%
S	7053	6.0%
D	5422	4.6%
Other values (8)	13193	11.2%

Space Separator

Value	Count	Frequency (%)
	74948	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8731	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8731	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	14064	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2169	100.0%

Decimal Number

Value	Count	Frequency (%)
1	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	459273	80.9%
Common	108649	19.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	48098	10.5%
r	39836	8.7%
n	25867	5.6%
i	25286	5.5%
a	24221	5.3%
l	24094	5.2%
s	23626	5.1%
o	22906	5.0%
P	16638	3.6%
y	15163	3.3%
Other values (32)	193538	42.1%

Common

Value	Count	Frequency (%)
	74948	69.0%
,	14064	12.9%
(	8731	8.0%
)	8731	8.0%
-	2169	2.0%
1	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	567922	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	74948	13.2%
e	48098	8.5%
r	39836	7.0%
n	25867	4.6%
i	25286	4.5%
a	24221	4.3%
l	24094	4.2%
s	23626	4.2%
o	22906	4.0%
P	16638	2.9%
Other values (38)	242402	42.7%

attacking_crossing
Categorical

HIGH CARDINALITY

Distinct	721
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

62	1034
60	1006
58	982
59	975
64	960
Other values (716)	32591

Length

Max length	5
Median length	2
Mean length	2.080909769
Min length	1

Characters and Unicode

Total characters	78134
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	339 ?
Unique (%)	0.9%

Sample

1st row	76
2nd row	68
3rd row	64
4th row	40
5th row	41

Common Values

Value	Count	Frequency (%)
62	1034	2.8%
60	1006	2.7%
58	982	2.6%
59	975	2.6%
64	960	2.6%
65	917	2.4%
61	907	2.4%
63	902	2.4%
57	880	2.3%
66	843	2.2%
Other values (711)	28142	74.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
62	1034	2.8%
60	1006	2.7%
58	982	2.6%
59	975	2.6%
64	960	2.6%
65	917	2.4%
61	907	2.4%
63	902	2.4%
57	880	2.3%
66	843	2.2%
Other values (711)	28142	74.9%

Most occurring characters

Value	Count	Frequency (%)
6	12986	16.6%
5	12108	15.5%
4	9418	12.1%
1	7953	10.2%
3	7925	10.1%
7	7370	9.4%
2	6880	8.8%
8	4339	5.6%
0	3984	5.1%
9	3660	4.7%
Other values (2)	1511	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76623	98.1%
Math Symbol	1066	1.4%
Dash Punctuation	445	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	12986	16.9%
5	12108	15.8%
4	9418	12.3%
1	7953	10.4%
3	7925	10.3%
7	7370	9.6%
2	6880	9.0%
8	4339	5.7%
0	3984	5.2%
9	3660	4.8%

Math Symbol

Value	Count	Frequency (%)
+	1066	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	445	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78134	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	12986	16.6%
5	12108	15.5%
4	9418	12.1%
1	7953	10.2%
3	7925	10.1%
7	7370	9.4%
2	6880	8.8%
8	4339	5.6%
0	3984	5.1%
9	3660	4.7%
Other values (2)	1511	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78134	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	12986	16.6%
5	12108	15.5%
4	9418	12.1%
1	7953	10.2%
3	7925	10.1%
7	7370	9.4%
2	6880	8.8%
8	4339	5.6%
0	3984	5.1%
9	3660	4.7%
Other values (2)	1511	1.9%

attacking_finishing
Categorical

HIGH CARDINALITY

Distinct	771
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

58	917
65	858
62	834
60	832
59	815
Other values (766)	33292

Length

Max length	5
Median length	2
Mean length	2.062480026
Min length	1

Characters and Unicode

Total characters	77442
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	354 ?
Unique (%)	0.9%

Sample

1st row	73
2nd row	48
3rd row	73
4th row	72
5th row	33

Common Values

Value	Count	Frequency (%)
58	917	2.4%
65	858	2.3%
62	834	2.2%
60	832	2.2%
59	815	2.2%
64	760	2.0%
63	746	2.0%
66	730	1.9%
55	727	1.9%
61	711	1.9%
Other values (761)	29618	78.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58	917	2.4%
65	858	2.3%
62	834	2.2%
60	832	2.2%
59	815	2.2%
64	760	2.0%
63	746	2.0%
66	730	1.9%
55	727	1.9%
61	711	1.9%
Other values (761)	29618	78.9%

Most occurring characters

Value	Count	Frequency (%)
6	11458	14.8%
5	11340	14.6%
4	8916	11.5%
2	8824	11.4%
3	8719	11.3%
1	7840	10.1%
7	6448	8.3%
8	4536	5.9%
0	3855	5.0%
9	3782	4.9%
Other values (2)	1724	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75718	97.8%
Math Symbol	1073	1.4%
Dash Punctuation	651	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	11458	15.1%
5	11340	15.0%
4	8916	11.8%
2	8824	11.7%
3	8719	11.5%
1	7840	10.4%
7	6448	8.5%
8	4536	6.0%
0	3855	5.1%
9	3782	5.0%

Math Symbol

Value	Count	Frequency (%)
+	1073	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	651	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	11458	14.8%
5	11340	14.6%
4	8916	11.5%
2	8824	11.4%
3	8719	11.3%
1	7840	10.1%
7	6448	8.3%
8	4536	5.9%
0	3855	5.0%
9	3782	4.9%
Other values (2)	1724	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	11458	14.8%
5	11340	14.6%
4	8916	11.5%
2	8824	11.4%
3	8719	11.3%
1	7840	10.1%
7	6448	8.3%
8	4536	5.9%
0	3855	5.0%
9	3782	4.9%
Other values (2)	1724	2.2%

attacking_heading_accuracy
Categorical

HIGH CARDINALITY

Distinct	662
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

58	1236
60	1159
59	1106
55	1081
65	1008
Other values (657)	31958

Length

Max length	5
Median length	2
Mean length	2.075876212
Min length	1

Characters and Unicode

Total characters	77945
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	296 ?
Unique (%)	0.8%

Sample

1st row	57
2nd row	60
3rd row	59
4th row	73
5th row	55

Common Values

Value	Count	Frequency (%)
58	1236	3.3%
60	1159	3.1%
59	1106	2.9%
55	1081	2.9%
65	1008	2.7%
62	997	2.7%
64	975	2.6%
56	940	2.5%
54	930	2.5%
57	922	2.5%
Other values (652)	27194	72.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58	1236	3.3%
60	1159	3.1%
59	1106	2.9%
55	1081	2.9%
65	1008	2.7%
62	997	2.7%
64	975	2.6%
56	940	2.5%
54	930	2.5%
57	922	2.5%
Other values (652)	27194	72.4%

Most occurring characters

Value	Count	Frequency (%)
5	13839	17.8%
6	13107	16.8%
4	10708	13.7%
7	7677	9.8%
1	7609	9.8%
3	6250	8.0%
2	5046	6.5%
8	4670	6.0%
0	3982	5.1%
9	3627	4.7%
Other values (2)	1430	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76515	98.2%
Math Symbol	955	1.2%
Dash Punctuation	475	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	13839	18.1%
6	13107	17.1%
4	10708	14.0%
7	7677	10.0%
1	7609	9.9%
3	6250	8.2%
2	5046	6.6%
8	4670	6.1%
0	3982	5.2%
9	3627	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	475	100.0%

Math Symbol

Value	Count	Frequency (%)
+	955	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77945	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	13839	17.8%
6	13107	16.8%
4	10708	13.7%
7	7677	9.8%
1	7609	9.8%
3	6250	8.0%
2	5046	6.5%
8	4670	6.0%
0	3982	5.1%
9	3627	4.7%
Other values (2)	1430	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77945	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	13839	17.8%
6	13107	16.8%
4	10708	13.7%
7	7677	9.8%
1	7609	9.8%
3	6250	8.0%
2	5046	6.5%
8	4670	6.0%
0	3982	5.1%
9	3627	4.7%
Other values (2)	1430	1.8%

attacking_short_passing
Categorical

HIGH CARDINALITY

Distinct	708
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

64	1584
65	1554
62	1464
63	1435
68	1408
Other values (703)	30103

Length

Max length	5
Median length	2
Mean length	2.125173112
Min length	1

Characters and Unicode

Total characters	79796
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	312 ?
Unique (%)	0.8%

Sample

1st row	80
2nd row	72-3
3rd row	72
4th row	62
5th row	54

Common Values

Value	Count	Frequency (%)
64	1584	4.2%
65	1554	4.1%
62	1464	3.9%
63	1435	3.8%
68	1408	3.7%
66	1395	3.7%
67	1308	3.5%
60	1192	3.2%
58	1126	3.0%
59	1088	2.9%
Other values (698)	23994	63.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
64	1584	4.2%
65	1554	4.1%
62	1464	3.9%
63	1435	3.8%
68	1408	3.7%
66	1395	3.7%
67	1308	3.5%
60	1192	3.2%
58	1126	3.0%
59	1088	2.9%
Other values (698)	23994	63.9%

Most occurring characters

Value	Count	Frequency (%)
6	18308	22.9%
5	12175	15.3%
7	10573	13.3%
2	6972	8.7%
4	6817	8.5%
3	5920	7.4%
8	4902	6.1%
1	4634	5.8%
9	3610	4.5%
0	3603	4.5%
Other values (2)	2282	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77514	97.1%
Math Symbol	1539	1.9%
Dash Punctuation	743	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	18308	23.6%
5	12175	15.7%
7	10573	13.6%
2	6972	9.0%
4	6817	8.8%
3	5920	7.6%
8	4902	6.3%
1	4634	6.0%
9	3610	4.7%
0	3603	4.6%

Dash Punctuation

Value	Count	Frequency (%)
-	743	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1539	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79796	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	18308	22.9%
5	12175	15.3%
7	10573	13.3%
2	6972	8.7%
4	6817	8.5%
3	5920	7.4%
8	4902	6.1%
1	4634	5.8%
9	3610	4.5%
0	3603	4.5%
Other values (2)	2282	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	18308	22.9%
5	12175	15.3%
7	10573	13.3%
2	6972	8.7%
4	6817	8.5%
3	5920	7.4%
8	4902	6.1%
1	4634	5.8%
9	3610	4.5%
0	3603	4.5%
Other values (2)	2282	2.9%

attacking_volleys
Categorical

HIGH CARDINALITY

Distinct	602
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

48	814
49	802
59	786
55	782
45	764
Other values (597)	33600

Length

Max length	5
Median length	2
Mean length	2.012011292
Min length	1

Characters and Unicode

Total characters	75547
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	355 ?
Unique (%)	0.9%

Sample

1st row	78
2nd row	57
3rd row	71
4th row	62
5th row	31

Common Values

Value	Count	Frequency (%)
48	814	2.2%
49	802	2.1%
59	786	2.1%
55	782	2.1%
45	764	2.0%
42	750	2.0%
52	744	2.0%
58	736	2.0%
44	735	2.0%
53	724	1.9%
Other values (592)	29911	79.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
48	814	2.2%
49	802	2.1%
59	786	2.1%
55	782	2.1%
45	764	2.0%
42	750	2.0%
52	744	2.0%
58	736	2.0%
44	735	2.0%
53	724	1.9%
Other values (592)	29911	79.7%

Most occurring characters

Value	Count	Frequency (%)
5	11418	15.1%
4	11230	14.9%
3	10411	13.8%
6	8836	11.7%
2	8616	11.4%
1	6858	9.1%
7	5458	7.2%
8	4317	5.7%
9	3906	5.2%
0	3732	4.9%
Other values (2)	765	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	74782	99.0%
Math Symbol	513	0.7%
Dash Punctuation	252	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11418	15.3%
4	11230	15.0%
3	10411	13.9%
6	8836	11.8%
2	8616	11.5%
1	6858	9.2%
7	5458	7.3%
8	4317	5.8%
9	3906	5.2%
0	3732	5.0%

Math Symbol

Value	Count	Frequency (%)
+	513	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	252	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	75547	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11418	15.1%
4	11230	14.9%
3	10411	13.8%
6	8836	11.7%
2	8616	11.4%
1	6858	9.1%
7	5458	7.2%
8	4317	5.7%
9	3906	5.2%
0	3732	4.9%
Other values (2)	765	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11418	15.1%
4	11230	14.9%
3	10411	13.8%
6	8836	11.7%
2	8616	11.4%
1	6858	9.1%
7	5458	7.2%
8	4317	5.7%
9	3906	5.2%
0	3732	4.9%
Other values (2)	765	1.0%

skill_dribbling
Categorical

HIGH CARDINALITY

Distinct	724
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

65	1337
64	1304
63	1272
62	1263
66	1198
Other values (719)	31174

Length

Max length	5
Median length	2
Mean length	2.105491637
Min length	1

Characters and Unicode

Total characters	79057
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	297 ?
Unique (%)	0.8%

Sample

1st row	76
2nd row	67
3rd row	78
4th row	59
5th row	45

Common Values

Value	Count	Frequency (%)
65	1337	3.6%
64	1304	3.5%
63	1272	3.4%
62	1263	3.4%
66	1198	3.2%
68	1179	3.1%
67	1145	3.0%
60	1031	2.7%
58	1030	2.7%
61	1024	2.7%
Other values (714)	25765	68.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
65	1337	3.6%
64	1304	3.5%
63	1272	3.4%
62	1263	3.4%
66	1198	3.2%
68	1179	3.1%
67	1145	3.0%
60	1031	2.7%
58	1030	2.7%
61	1024	2.7%
Other values (714)	25765	68.6%

Most occurring characters

Value	Count	Frequency (%)
6	16214	20.5%
5	11606	14.7%
7	10353	13.1%
1	7693	9.7%
4	7142	9.0%
2	6010	7.6%
3	5745	7.3%
8	4976	6.3%
0	3619	4.6%
9	3513	4.4%
Other values (2)	2186	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76871	97.2%
Math Symbol	1468	1.9%
Dash Punctuation	718	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	16214	21.1%
5	11606	15.1%
7	10353	13.5%
1	7693	10.0%
4	7142	9.3%
2	6010	7.8%
3	5745	7.5%
8	4976	6.5%
0	3619	4.7%
9	3513	4.6%

Math Symbol

Value	Count	Frequency (%)
+	1468	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	718	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79057	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	16214	20.5%
5	11606	14.7%
7	10353	13.1%
1	7693	9.7%
4	7142	9.0%
2	6010	7.6%
3	5745	7.3%
8	4976	6.3%
0	3619	4.6%
9	3513	4.4%
Other values (2)	2186	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79057	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	16214	20.5%
5	11606	14.7%
7	10353	13.1%
1	7693	9.7%
4	7142	9.0%
2	6010	7.6%
3	5745	7.3%
8	4976	6.3%
0	3619	4.6%
9	3513	4.4%
Other values (2)	2186	2.8%

skill_curve
Categorical

HIGH CARDINALITY

Distinct	668
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

48	818
58	809
45	792
60	776
55	753
Other values (663)	33600

Length

Max length	5
Median length	2
Mean length	2.050841589
Min length	1

Characters and Unicode

Total characters	77005
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	387 ?
Unique (%)	1.0%

Sample

1st row	84
2nd row	69
3rd row	70
4th row	62
5th row	33

Common Values

Value	Count	Frequency (%)
48	818	2.2%
58	809	2.2%
45	792	2.1%
60	776	2.1%
55	753	2.0%
49	746	2.0%
64	743	2.0%
42	729	1.9%
59	727	1.9%
53	712	1.9%
Other values (658)	29943	79.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
48	818	2.2%
58	809	2.2%
45	792	2.1%
60	776	2.1%
55	753	2.0%
49	746	2.0%
64	743	2.0%
42	729	1.9%
59	727	1.9%
53	712	1.9%
Other values (658)	29943	79.7%

Most occurring characters

Value	Count	Frequency (%)
4	11014	14.3%
5	10914	14.2%
6	10546	13.7%
3	9647	12.5%
1	7685	10.0%
2	7281	9.5%
7	6705	8.7%
8	4664	6.1%
0	3913	5.1%
9	3719	4.8%
Other values (2)	917	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76088	98.8%
Math Symbol	710	0.9%
Dash Punctuation	207	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	11014	14.5%
5	10914	14.3%
6	10546	13.9%
3	9647	12.7%
1	7685	10.1%
2	7281	9.6%
7	6705	8.8%
8	4664	6.1%
0	3913	5.1%
9	3719	4.9%

Math Symbol

Value	Count	Frequency (%)
+	710	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	207	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77005	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	11014	14.3%
5	10914	14.2%
6	10546	13.7%
3	9647	12.5%
1	7685	10.0%
2	7281	9.5%
7	6705	8.7%
8	4664	6.1%
0	3913	5.1%
9	3719	4.8%
Other values (2)	917	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77005	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	11014	14.3%
5	10914	14.2%
6	10546	13.7%
3	9647	12.5%
1	7685	10.0%
2	7281	9.5%
7	6705	8.7%
8	4664	6.1%
0	3913	5.1%
9	3719	4.8%
Other values (2)	917	1.2%

skill_fk_accuracy
Categorical

HIGH CARDINALITY

Distinct	568
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

42	947
40	945
32	936
39	926
35	909
Other values (563)	32885

Length

Max length	5
Median length	2
Mean length	2.034063066
Min length	1

Characters and Unicode

Total characters	76375
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	385 ?
Unique (%)	1.0%

Sample

1st row	74
2nd row	68
3rd row	65
4th row	45
5th row	39

Common Values

Value	Count	Frequency (%)
42	947	2.5%
40	945	2.5%
32	936	2.5%
39	926	2.5%
35	909	2.4%
30	845	2.3%
34	833	2.2%
33	832	2.2%
31	831	2.2%
38	811	2.2%
Other values (558)	28733	76.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
42	947	2.5%
40	945	2.5%
32	936	2.5%
39	926	2.5%
35	909	2.4%
30	845	2.3%
34	833	2.2%
33	832	2.2%
31	831	2.2%
38	811	2.2%
Other values (558)	28733	76.5%

Most occurring characters

Value	Count	Frequency (%)
3	12315	16.1%
4	11079	14.5%
5	9488	12.4%
2	8889	11.6%
6	8361	10.9%
1	7874	10.3%
7	5715	7.5%
8	4182	5.5%
0	4080	5.3%
9	3763	4.9%
Other values (2)	629	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75746	99.2%
Math Symbol	418	0.5%
Dash Punctuation	211	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	12315	16.3%
4	11079	14.6%
5	9488	12.5%
2	8889	11.7%
6	8361	11.0%
1	7874	10.4%
7	5715	7.5%
8	4182	5.5%
0	4080	5.4%
9	3763	5.0%

Math Symbol

Value	Count	Frequency (%)
+	418	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	211	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76375	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	12315	16.1%
4	11079	14.5%
5	9488	12.4%
2	8889	11.6%
6	8361	10.9%
1	7874	10.3%
7	5715	7.5%
8	4182	5.5%
0	4080	5.3%
9	3763	4.9%
Other values (2)	629	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	12315	16.1%
4	11079	14.5%
5	9488	12.4%
2	8889	11.6%
6	8361	10.9%
1	7874	10.3%
7	5715	7.5%
8	4182	5.5%
0	4080	5.3%
9	3763	4.9%
Other values (2)	629	0.8%

skill_long_passing
Categorical

HIGH CARDINALITY

Distinct	759
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

59	1205
58	1205
62	1186
65	1122
63	1103
Other values (754)	31727

Length

Max length	5
Median length	2
Mean length	2.097927986
Min length	1

Characters and Unicode

Total characters	78773
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	359 ?
Unique (%)	1.0%

Sample

1st row	80
2nd row	69-2
3rd row	60
4th row	52
5th row	56

Common Values

Value	Count	Frequency (%)
59	1205	3.2%
58	1205	3.2%
62	1186	3.2%
65	1122	3.0%
63	1103	2.9%
60	1095	2.9%
55	1075	2.9%
64	1058	2.8%
61	1010	2.7%
57	974	2.6%
Other values (749)	26515	70.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
59	1205	3.2%
58	1205	3.2%
62	1186	3.2%
65	1122	3.0%
63	1103	2.9%
60	1095	2.9%
55	1075	2.9%
64	1058	2.8%
61	1010	2.7%
57	974	2.6%
Other values (749)	26515	70.6%

Most occurring characters

Value	Count	Frequency (%)
5	13948	17.7%
6	13905	17.7%
4	9383	11.9%
2	7769	9.9%
3	7722	9.8%
7	7353	9.3%
1	5002	6.3%
8	4443	5.6%
9	3783	4.8%
0	3711	4.7%
Other values (2)	1754	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77019	97.8%
Math Symbol	1263	1.6%
Dash Punctuation	491	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	13948	18.1%
6	13905	18.1%
4	9383	12.2%
2	7769	10.1%
3	7722	10.0%
7	7353	9.5%
1	5002	6.5%
8	4443	5.8%
9	3783	4.9%
0	3711	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	491	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1263	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78773	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	13948	17.7%
6	13905	17.7%
4	9383	11.9%
2	7769	9.9%
3	7722	9.8%
7	7353	9.3%
1	5002	6.3%
8	4443	5.6%
9	3783	4.8%
0	3711	4.7%
Other values (2)	1754	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78773	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	13948	17.7%
6	13905	17.7%
4	9383	11.9%
2	7769	9.9%
3	7722	9.8%
7	7353	9.3%
1	5002	6.3%
8	4443	5.6%
9	3783	4.8%
0	3711	4.7%
Other values (2)	1754	2.2%

skill_ball_control
Categorical

HIGH CARDINALITY

Distinct	713
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

65	1530
64	1518
63	1422
66	1397
68	1381
Other values (708)	30300

Length

Max length	5
Median length	2
Mean length	2.133029722
Min length	1

Characters and Unicode

Total characters	80091
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	281 ?
Unique (%)	0.7%

Sample

1st row	81
2nd row	74
3rd row	77
4th row	69
5th row	54

Common Values

Value	Count	Frequency (%)
65	1530	4.1%
64	1518	4.0%
63	1422	3.8%
66	1397	3.7%
68	1381	3.7%
62	1351	3.6%
67	1260	3.4%
60	1212	3.2%
70	1207	3.2%
61	1103	2.9%
Other values (703)	24167	64.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
65	1530	4.1%
64	1518	4.0%
63	1422	3.8%
66	1397	3.7%
68	1381	3.7%
62	1351	3.6%
67	1260	3.4%
60	1212	3.2%
70	1207	3.2%
61	1103	2.9%
Other values (703)	24167	64.4%

Most occurring characters

Value	Count	Frequency (%)
6	17948	22.4%
5	11313	14.1%
7	11110	13.9%
2	6699	8.4%
4	6455	8.1%
1	6263	7.8%
3	5245	6.5%
8	5087	6.4%
0	4116	5.1%
9	3407	4.3%
Other values (2)	2448	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77643	96.9%
Math Symbol	1599	2.0%
Dash Punctuation	849	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	17948	23.1%
5	11313	14.6%
7	11110	14.3%
2	6699	8.6%
4	6455	8.3%
1	6263	8.1%
3	5245	6.8%
8	5087	6.6%
0	4116	5.3%
9	3407	4.4%

Math Symbol

Value	Count	Frequency (%)
+	1599	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	849	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80091	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	17948	22.4%
5	11313	14.1%
7	11110	13.9%
2	6699	8.4%
4	6455	8.1%
1	6263	7.8%
3	5245	6.5%
8	5087	6.4%
0	4116	5.1%
9	3407	4.3%
Other values (2)	2448	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80091	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	17948	22.4%
5	11313	14.1%
7	11110	13.9%
2	6699	8.4%
4	6455	8.1%
1	6263	7.8%
3	5245	6.5%
8	5087	6.4%
0	4116	5.1%
9	3407	4.3%
Other values (2)	2448	3.1%

movement_acceleration
Categorical

HIGH CARDINALITY

Distinct	976
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1326
69	1233
67	1214
66	1138
65	1085
Other values (971)	31552

Length

Max length	5
Median length	2
Mean length	2.233141579
Min length	2

Characters and Unicode

Total characters	83850
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	365 ?
Unique (%)	1.0%

Sample

1st row	52
2nd row	69
3rd row	82
4th row	54
5th row	58

Common Values

Value	Count	Frequency (%)
68	1326	3.5%
69	1233	3.3%
67	1214	3.2%
66	1138	3.0%
65	1085	2.9%
74	1021	2.7%
75	1017	2.7%
72	991	2.6%
64	975	2.6%
76	974	2.6%
Other values (966)	26574	70.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1326	3.5%
69	1233	3.3%
67	1214	3.2%
66	1138	3.0%
65	1085	2.9%
74	1021	2.7%
75	1017	2.7%
72	991	2.6%
64	975	2.6%
76	974	2.6%
Other values (966)	26574	70.8%

Most occurring characters

Value	Count	Frequency (%)
6	15092	18.0%
7	14796	17.6%
5	9548	11.4%
8	7975	9.5%
4	7240	8.6%
3	6424	7.7%
2	5437	6.5%
1	5143	6.1%
9	4555	5.4%
0	3377	4.0%
Other values (2)	4263	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79587	94.9%
Dash Punctuation	3189	3.8%
Math Symbol	1074	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	15092	19.0%
7	14796	18.6%
5	9548	12.0%
8	7975	10.0%
4	7240	9.1%
3	6424	8.1%
2	5437	6.8%
1	5143	6.5%
9	4555	5.7%
0	3377	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	3189	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1074	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	83850	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	15092	18.0%
7	14796	17.6%
5	9548	11.4%
8	7975	9.5%
4	7240	8.6%
3	6424	7.7%
2	5437	6.5%
1	5143	6.1%
9	4555	5.4%
0	3377	4.0%
Other values (2)	4263	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83850	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	15092	18.0%
7	14796	17.6%
5	9548	11.4%
8	7975	9.5%
4	7240	8.6%
3	6424	7.7%
2	5437	6.5%
1	5143	6.1%
9	4555	5.4%
0	3377	4.0%
Other values (2)	4263	5.1%

movement_sprint_speed
Categorical

HIGH CARDINALITY

Distinct	981
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1309
69	1283
67	1259
66	1157
73	1100
Other values (976)	31440

Length

Max length	5
Median length	2
Mean length	2.23439331
Min length	2

Characters and Unicode

Total characters	83897
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	403 ?
Unique (%)	1.1%

Sample

1st row	53
2nd row	71
3rd row	74
4th row	51
5th row	57

Common Values

Value	Count	Frequency (%)
68	1309	3.5%
69	1283	3.4%
67	1259	3.4%
66	1157	3.1%
73	1100	2.9%
75	1093	2.9%
65	1082	2.9%
72	1057	2.8%
74	1043	2.8%
76	971	2.6%
Other values (971)	26194	69.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1309	3.5%
69	1283	3.4%
67	1259	3.4%
66	1157	3.1%
73	1100	2.9%
75	1093	2.9%
65	1082	2.9%
72	1057	2.8%
74	1043	2.8%
76	971	2.6%
Other values (971)	26194	69.8%

Most occurring characters

Value	Count	Frequency (%)
6	15200	18.1%
7	14960	17.8%
5	9557	11.4%
8	7790	9.3%
4	7230	8.6%
3	6366	7.6%
2	5423	6.5%
1	5232	6.2%
9	4421	5.3%
0	3457	4.1%
Other values (2)	4261	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79636	94.9%
Dash Punctuation	3186	3.8%
Math Symbol	1075	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	15200	19.1%
7	14960	18.8%
5	9557	12.0%
8	7790	9.8%
4	7230	9.1%
3	6366	8.0%
2	5423	6.8%
1	5232	6.6%
9	4421	5.6%
0	3457	4.3%

Math Symbol

Value	Count	Frequency (%)
+	1075	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3186	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	83897	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	15200	18.1%
7	14960	17.8%
5	9557	11.4%
8	7790	9.3%
4	7230	8.6%
3	6366	7.6%
2	5423	6.5%
1	5232	6.2%
9	4421	5.3%
0	3457	4.1%
Other values (2)	4261	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83897	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	15200	18.1%
7	14960	17.8%
5	9557	11.4%
8	7790	9.3%
4	7230	8.6%
3	6366	7.6%
2	5423	6.5%
1	5232	6.2%
9	4421	5.3%
0	3457	4.1%
Other values (2)	4261	5.1%

movement_agility
Categorical

HIGH CARDINALITY

Distinct	888
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1083
70	1075
72	1054
71	1038
67	1019
Other values (883)	32279

Length

Max length	5
Median length	2
Mean length	2.179423671
Min length	2

Characters and Unicode

Total characters	81833
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	358 ?
Unique (%)	1.0%

Sample

1st row	67
2nd row	69
3rd row	90
4th row	73
5th row	54

Common Values

Value	Count	Frequency (%)
68	1083	2.9%
70	1075	2.9%
72	1054	2.8%
71	1038	2.8%
67	1019	2.7%
73	1011	2.7%
69	1011	2.7%
65	983	2.6%
66	962	2.6%
75	942	2.5%
Other values (878)	27370	72.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1083	2.9%
70	1075	2.9%
72	1054	2.8%
71	1038	2.8%
67	1019	2.7%
73	1011	2.7%
69	1011	2.7%
65	983	2.6%
66	962	2.6%
75	942	2.5%
Other values (878)	27370	72.9%

Most occurring characters

Value	Count	Frequency (%)
6	14141	17.3%
7	14058	17.2%
5	10073	12.3%
8	7679	9.4%
3	6960	8.5%
4	6918	8.5%
2	5454	6.7%
1	5141	6.3%
9	4311	5.3%
0	3817	4.7%
Other values (2)	3281	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	78552	96.0%
Math Symbol	1872	2.3%
Dash Punctuation	1409	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	14141	18.0%
7	14058	17.9%
5	10073	12.8%
8	7679	9.8%
3	6960	8.9%
4	6918	8.8%
2	5454	6.9%
1	5141	6.5%
9	4311	5.5%
0	3817	4.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1409	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1872	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	81833	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	14141	17.3%
7	14058	17.2%
5	10073	12.3%
8	7679	9.4%
3	6960	8.5%
4	6918	8.5%
2	5454	6.7%
1	5141	6.3%
9	4311	5.3%
0	3817	4.7%
Other values (2)	3281	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	14141	17.3%
7	14058	17.2%
5	10073	12.3%
8	7679	9.4%
3	6960	8.5%
4	6918	8.5%
2	5454	6.7%
1	5141	6.3%
9	4311	5.3%
0	3817	4.7%
Other values (2)	3281	4.0%

movement_reactions
Categorical

HIGH CARDINALITY

Distinct	673
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

64	1637
62	1627
65	1622
60	1504
63	1496
Other values (668)	29662

Length

Max length	5
Median length	2
Mean length	2.119313945
Min length	2

Characters and Unicode

Total characters	79576
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	247 ?
Unique (%)	0.7%

Sample

1st row	75
2nd row	67-2
3rd row	70
4th row	60
5th row	59

Common Values

Value	Count	Frequency (%)
64	1637	4.4%
62	1627	4.3%
65	1622	4.3%
60	1504	4.0%
63	1496	4.0%
58	1429	3.8%
68	1396	3.7%
66	1381	3.7%
59	1315	3.5%
61	1309	3.5%
Other values (663)	22832	60.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
64	1637	4.4%
62	1627	4.3%
65	1622	4.3%
60	1504	4.0%
63	1496	4.0%
58	1429	3.8%
68	1396	3.7%
66	1381	3.7%
59	1315	3.5%
61	1309	3.5%
Other values (663)	22832	60.8%

Most occurring characters

Value	Count	Frequency (%)
6	18988	23.9%
5	15498	19.5%
7	10367	13.0%
4	7219	9.1%
8	4986	6.3%
2	4588	5.8%
3	4351	5.5%
1	4107	5.2%
0	3851	4.8%
9	3456	4.3%
Other values (2)	2165	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77411	97.3%
Math Symbol	1483	1.9%
Dash Punctuation	682	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	18988	24.5%
5	15498	20.0%
7	10367	13.4%
4	7219	9.3%
8	4986	6.4%
2	4588	5.9%
3	4351	5.6%
1	4107	5.3%
0	3851	5.0%
9	3456	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	682	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1483	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79576	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	18988	23.9%
5	15498	19.5%
7	10367	13.0%
4	7219	9.1%
8	4986	6.3%
2	4588	5.8%
3	4351	5.5%
1	4107	5.2%
0	3851	4.8%
9	3456	4.3%
Other values (2)	2165	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	18988	23.9%
5	15498	19.5%
7	10367	13.0%
4	7219	9.1%
8	4986	6.3%
2	4588	5.8%
3	4351	5.5%
1	4107	5.2%
0	3851	4.8%
9	3456	4.3%
Other values (2)	2165	2.7%

movement_balance
Categorical

HIGH CARDINALITY

Distinct	796
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1203
65	1147
72	1132
66	1119
70	1106
Other values (791)	31841

Length

Max length	5
Median length	2
Mean length	2.124853521
Min length	2

Characters and Unicode

Total characters	79784
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	360 ?
Unique (%)	1.0%

Sample

1st row	76
2nd row	65
3rd row	88
4th row	56
5th row	59

Common Values

Value	Count	Frequency (%)
68	1203	3.2%
65	1147	3.1%
72	1132	3.0%
66	1119	3.0%
70	1106	2.9%
67	1105	2.9%
69	1099	2.9%
71	1082	2.9%
64	1051	2.8%
75	1007	2.7%
Other values (786)	26497	70.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1203	3.2%
65	1147	3.1%
72	1132	3.0%
66	1119	3.0%
70	1106	2.9%
67	1105	2.9%
69	1099	2.9%
71	1082	2.9%
64	1051	2.8%
75	1007	2.7%
Other values (786)	26497	70.6%

Most occurring characters

Value	Count	Frequency (%)
6	14657	18.4%
7	13870	17.4%
5	10441	13.1%
8	7457	9.3%
4	7240	9.1%
3	5949	7.5%
2	5025	6.3%
1	4846	6.1%
9	4223	5.3%
0	3795	4.8%
Other values (2)	2281	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77503	97.1%
Dash Punctuation	1168	1.5%
Math Symbol	1113	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	14657	18.9%
7	13870	17.9%
5	10441	13.5%
8	7457	9.6%
4	7240	9.3%
3	5949	7.7%
2	5025	6.5%
1	4846	6.3%
9	4223	5.4%
0	3795	4.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1168	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1113	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79784	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	14657	18.4%
7	13870	17.4%
5	10441	13.1%
8	7457	9.3%
4	7240	9.1%
3	5949	7.5%
2	5025	6.3%
1	4846	6.1%
9	4223	5.3%
0	3795	4.8%
Other values (2)	2281	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79784	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	14657	18.4%
7	13870	17.4%
5	10441	13.1%
8	7457	9.3%
4	7240	9.1%
3	5949	7.5%
2	5025	6.3%
1	4846	6.1%
9	4223	5.3%
0	3795	4.8%
Other values (2)	2281	2.9%

power_shot_power
Categorical

HIGH CARDINALITY

Distinct	671
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1116
70	1081
65	1052
62	1028
64	999
Other values (666)	32272

Length

Max length	5
Median length	2
Mean length	2.069564291
Min length	1

Characters and Unicode

Total characters	77708
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	331 ?
Unique (%)	0.9%

Sample

1st row	88
2nd row	74
3rd row	75
4th row	70
5th row	44

Common Values

Value	Count	Frequency (%)
68	1116	3.0%
70	1081	2.9%
65	1052	2.8%
62	1028	2.7%
64	999	2.7%
58	996	2.7%
66	989	2.6%
60	973	2.6%
59	957	2.5%
63	944	2.5%
Other values (661)	27413	73.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1116	3.0%
70	1081	2.9%
65	1052	2.8%
62	1028	2.7%
64	999	2.7%
58	996	2.7%
66	989	2.6%
60	973	2.6%
59	957	2.5%
63	944	2.5%
Other values (661)	27413	73.0%

Most occurring characters

Value	Count	Frequency (%)
6	13736	17.7%
5	12233	15.7%
7	10485	13.5%
4	9247	11.9%
2	6723	8.7%
3	6311	8.1%
8	5408	7.0%
1	4761	6.1%
0	4055	5.2%
9	3513	4.5%
Other values (2)	1236	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76472	98.4%
Math Symbol	819	1.1%
Dash Punctuation	417	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	13736	18.0%
5	12233	16.0%
7	10485	13.7%
4	9247	12.1%
2	6723	8.8%
3	6311	8.3%
8	5408	7.1%
1	4761	6.2%
0	4055	5.3%
9	3513	4.6%

Math Symbol

Value	Count	Frequency (%)
+	819	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	417	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77708	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	13736	17.7%
5	12233	15.7%
7	10485	13.5%
4	9247	11.9%
2	6723	8.7%
3	6311	8.1%
8	5408	7.0%
1	4761	6.1%
0	4055	5.2%
9	3513	4.5%
Other values (2)	1236	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77708	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	13736	17.7%
5	12233	15.7%
7	10485	13.5%
4	9247	11.9%
2	6723	8.7%
3	6311	8.1%
8	5408	7.0%
1	4761	6.1%
0	4055	5.2%
9	3513	4.5%
Other values (2)	1236	1.6%

power_jumping
Categorical

HIGH CARDINALITY

Distinct	850
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

70	1332
72	1268
71	1259
67	1193
63	1189
Other values (845)	31307

Length

Max length	5
Median length	2
Mean length	2.16855758
Min length	2

Characters and Unicode

Total characters	81425
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	379 ?
Unique (%)	1.0%

Sample

1st row	65
2nd row	68
3rd row	84
4th row	82
5th row	52

Common Values

Value	Count	Frequency (%)
70	1332	3.5%
72	1268	3.4%
71	1259	3.4%
67	1193	3.2%
63	1189	3.2%
65	1182	3.1%
62	1172	3.1%
68	1171	3.1%
66	1146	3.1%
64	1134	3.0%
Other values (840)	25502	67.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
70	1332	3.5%
72	1268	3.4%
71	1259	3.4%
67	1193	3.2%
63	1189	3.2%
65	1182	3.1%
62	1172	3.1%
68	1171	3.1%
66	1146	3.1%
64	1134	3.0%
Other values (840)	25502	67.9%

Most occurring characters

Value	Count	Frequency (%)
6	15829	19.4%
7	13972	17.2%
5	11450	14.1%
8	7016	8.6%
4	6330	7.8%
3	5564	6.8%
1	5130	6.3%
2	5085	6.2%
0	4185	5.1%
9	3792	4.7%
Other values (2)	3072	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	78353	96.2%
Math Symbol	2053	2.5%
Dash Punctuation	1019	1.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	15829	20.2%
7	13972	17.8%
5	11450	14.6%
8	7016	9.0%
4	6330	8.1%
3	5564	7.1%
1	5130	6.5%
2	5085	6.5%
0	4185	5.3%
9	3792	4.8%

Math Symbol

Value	Count	Frequency (%)
+	2053	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1019	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	81425	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	15829	19.4%
7	13972	17.2%
5	11450	14.1%
8	7016	8.6%
4	6330	7.8%
3	5564	6.8%
1	5130	6.3%
2	5085	6.2%
0	4185	5.1%
9	3792	4.7%
Other values (2)	3072	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81425	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	15829	19.4%
7	13972	17.2%
5	11450	14.1%
8	7016	8.6%
4	6330	7.8%
3	5564	6.8%
1	5130	6.3%
2	5085	6.2%
0	4185	5.1%
9	3792	4.7%
Other values (2)	3072	3.8%

power_stamina
Categorical

HIGH CARDINALITY

Distinct	1100
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1162
67	1109
69	1099
66	1098
72	1082
Other values (1095)	31998

Length

Max length	5
Median length	2
Mean length	2.224938745
Min length	2

Characters and Unicode

Total characters	83542
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	479 ?
Unique (%)	1.3%

Sample

1st row	73
2nd row	82
3rd row	68
4th row	62
5th row	66

Common Values

Value	Count	Frequency (%)
68	1162	3.1%
67	1109	3.0%
69	1099	2.9%
66	1098	2.9%
72	1082	2.9%
70	1054	2.8%
65	1054	2.8%
73	1049	2.8%
64	1006	2.7%
71	998	2.7%
Other values (1090)	26837	71.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1162	3.1%
67	1109	3.0%
69	1099	2.9%
66	1098	2.9%
72	1082	2.9%
70	1054	2.8%
65	1054	2.8%
73	1049	2.8%
64	1006	2.7%
71	998	2.7%
Other values (1090)	26837	71.5%

Most occurring characters

Value	Count	Frequency (%)
6	14924	17.9%
7	14170	17.0%
5	9686	11.6%
8	7546	9.0%
3	6668	8.0%
2	6541	7.8%
4	6266	7.5%
1	5587	6.7%
9	4177	5.0%
0	3957	4.7%
Other values (2)	4020	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79522	95.2%
Math Symbol	2195	2.6%
Dash Punctuation	1825	2.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	14924	18.8%
7	14170	17.8%
5	9686	12.2%
8	7546	9.5%
3	6668	8.4%
2	6541	8.2%
4	6266	7.9%
1	5587	7.0%
9	4177	5.3%
0	3957	5.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1825	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2195	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	83542	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	14924	17.9%
7	14170	17.0%
5	9686	11.6%
8	7546	9.0%
3	6668	8.0%
2	6541	7.8%
4	6266	7.5%
1	5587	6.7%
9	4177	5.0%
0	3957	4.7%
Other values (2)	4020	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83542	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	14924	17.9%
7	14170	17.0%
5	9686	11.6%
8	7546	9.0%
3	6668	8.0%
2	6541	7.8%
4	6266	7.5%
1	5587	6.7%
9	4177	5.0%
0	3957	4.7%
Other values (2)	4020	4.8%

power_strength
Categorical

HIGH CARDINALITY

Distinct	927
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

68	1148
70	1136
72	1121
64	1099
67	1097
Other values (922)	31947

Length

Max length	5
Median length	2
Mean length	2.198599126
Min length	2

Characters and Unicode

Total characters	82553
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	401 ?
Unique (%)	1.1%

Sample

1st row	69-2
2nd row	65
3rd row	63
4th row	81
5th row	68

Common Values

Value	Count	Frequency (%)
68	1148	3.1%
70	1136	3.0%
72	1121	3.0%
64	1099	2.9%
67	1097	2.9%
69	1091	2.9%
65	1079	2.9%
71	1072	2.9%
62	1066	2.8%
73	1051	2.8%
Other values (917)	26588	70.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68	1148	3.1%
70	1136	3.0%
72	1121	3.0%
64	1099	2.9%
67	1097	2.9%
69	1091	2.9%
65	1079	2.9%
71	1072	2.9%
62	1066	2.8%
73	1051	2.8%
Other values (917)	26588	70.8%

Most occurring characters

Value	Count	Frequency (%)
6	15384	18.6%
7	14626	17.7%
5	10494	12.7%
8	7553	9.1%
4	6963	8.4%
3	5503	6.7%
1	5100	6.2%
2	4917	6.0%
9	4415	5.3%
0	3974	4.8%
Other values (2)	3624	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	78929	95.6%
Math Symbol	2694	3.3%
Dash Punctuation	930	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	15384	19.5%
7	14626	18.5%
5	10494	13.3%
8	7553	9.6%
4	6963	8.8%
3	5503	7.0%
1	5100	6.5%
2	4917	6.2%
9	4415	5.6%
0	3974	5.0%

Dash Punctuation

Value	Count	Frequency (%)
-	930	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2694	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	82553	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	15384	18.6%
7	14626	17.7%
5	10494	12.7%
8	7553	9.1%
4	6963	8.4%
3	5503	6.7%
1	5100	6.2%
2	4917	6.0%
9	4415	5.3%
0	3974	4.8%
Other values (2)	3624	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82553	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	15384	18.6%
7	14626	17.7%
5	10494	12.7%
8	7553	9.1%
4	6963	8.4%
3	5503	6.7%
1	5100	6.2%
2	4917	6.0%
9	4415	5.3%
0	3974	4.8%
Other values (2)	3624	4.4%

power_long_shots
Categorical

HIGH CARDINALITY

Distinct	777
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

58	948
59	925
62	898
55	870
60	829
Other values (772)	33078

Length

Max length	5
Median length	2
Mean length	2.046766805
Min length	1

Characters and Unicode

Total characters	76852
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	427 ?
Unique (%)	1.1%

Sample

1st row	88
2nd row	63
3rd row	73
4th row	65
5th row	28

Common Values

Value	Count	Frequency (%)
58	948	2.5%
59	925	2.5%
62	898	2.4%
55	870	2.3%
60	829	2.2%
56	807	2.1%
64	803	2.1%
52	795	2.1%
65	792	2.1%
66	778	2.1%
Other values (767)	29103	77.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58	948	2.5%
59	925	2.5%
62	898	2.4%
55	870	2.3%
60	829	2.2%
56	807	2.1%
64	803	2.1%
52	795	2.1%
65	792	2.1%
66	778	2.1%
Other values (767)	29103	77.5%

Most occurring characters

Value	Count	Frequency (%)
5	12085	15.7%
6	11892	15.5%
4	9124	11.9%
2	8058	10.5%
3	7949	10.3%
1	7498	9.8%
7	7028	9.1%
8	4495	5.8%
9	3764	4.9%
0	3618	4.7%
Other values (2)	1341	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75511	98.3%
Math Symbol	885	1.2%
Dash Punctuation	456	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12085	16.0%
6	11892	15.7%
4	9124	12.1%
2	8058	10.7%
3	7949	10.5%
1	7498	9.9%
7	7028	9.3%
8	4495	6.0%
9	3764	5.0%
0	3618	4.8%

Math Symbol

Value	Count	Frequency (%)
+	885	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	456	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76852	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12085	15.7%
6	11892	15.5%
4	9124	11.9%
2	8058	10.5%
3	7949	10.3%
1	7498	9.8%
7	7028	9.1%
8	4495	5.8%
9	3764	4.9%
0	3618	4.7%
Other values (2)	1341	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76852	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12085	15.7%
6	11892	15.5%
4	9124	11.9%
2	8058	10.5%
3	7949	10.3%
1	7498	9.8%
7	7028	9.1%
8	4495	5.8%
9	3764	4.9%
0	3618	4.7%
Other values (2)	1341	1.7%

mentality_aggression
Categorical

HIGH CARDINALITY

Distinct	760
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

70	996
68	969
65	942
60	917
58	886
Other values (755)	32838

Length

Max length	5
Median length	2
Mean length	2.072866731
Min length	2

Characters and Unicode

Total characters	77832
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	413 ?
Unique (%)	1.1%

Sample

1st row	70
2nd row	72-4
3rd row	73
4th row	52
5th row	55

Common Values

Value	Count	Frequency (%)
70	996	2.7%
68	969	2.6%
65	942	2.5%
60	917	2.4%
58	886	2.4%
59	850	2.3%
55	835	2.2%
66	828	2.2%
67	825	2.2%
62	822	2.2%
Other values (750)	28678	76.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
70	996	2.7%
68	969	2.6%
65	942	2.5%
60	917	2.4%
58	886	2.4%
59	850	2.3%
55	835	2.2%
66	828	2.2%
67	825	2.2%
62	822	2.2%
Other values (750)	28678	76.4%

Most occurring characters

Value	Count	Frequency (%)
6	12329	15.8%
5	11401	14.6%
7	10385	13.3%
4	8607	11.1%
3	7618	9.8%
2	7070	9.1%
8	6450	8.3%
1	4750	6.1%
0	4189	5.4%
9	3757	4.8%
Other values (2)	1276	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76556	98.4%
Math Symbol	879	1.1%
Dash Punctuation	397	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	12329	16.1%
5	11401	14.9%
7	10385	13.6%
4	8607	11.2%
3	7618	10.0%
2	7070	9.2%
8	6450	8.4%
1	4750	6.2%
0	4189	5.5%
9	3757	4.9%

Dash Punctuation

Value	Count	Frequency (%)
-	397	100.0%

Math Symbol

Value	Count	Frequency (%)
+	879	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77832	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	12329	15.8%
5	11401	14.6%
7	10385	13.3%
4	8607	11.1%
3	7618	9.8%
2	7070	9.1%
8	6450	8.3%
1	4750	6.1%
0	4189	5.4%
9	3757	4.8%
Other values (2)	1276	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77832	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	12329	15.8%
5	11401	14.6%
7	10385	13.3%
4	8607	11.1%
3	7618	9.8%
2	7070	9.1%
8	6450	8.3%
1	4750	6.1%
0	4189	5.4%
9	3757	4.8%
Other values (2)	1276	1.6%

mentality_interceptions
Categorical

HIGH CARDINALITY

Distinct	761
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

65	977
62	959
63	899
64	878
66	872
Other values (756)	32963

Length

Max length	5
Median length	2
Mean length	2.076515394
Min length	1

Characters and Unicode

Total characters	77969
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	391 ?
Unique (%)	1.0%

Sample

1st row	71
2nd row	70-5
3rd row	42
4th row	20
5th row	58

Common Values

Value	Count	Frequency (%)
65	977	2.6%
62	959	2.6%
63	899	2.4%
64	878	2.3%
66	872	2.3%
23	809	2.2%
22	803	2.1%
60	793	2.1%
59	769	2.0%
67	764	2.0%
Other values (751)	29025	77.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
65	977	2.6%
62	959	2.6%
63	899	2.4%
64	878	2.3%
66	872	2.3%
23	809	2.2%
22	803	2.1%
60	793	2.1%
59	769	2.0%
67	764	2.0%
Other values (751)	29025	77.3%

Most occurring characters

Value	Count	Frequency (%)
6	12575	16.1%
2	10787	13.8%
5	10441	13.4%
1	8660	11.1%
7	7572	9.7%
4	7384	9.5%
3	7209	9.2%
8	4454	5.7%
0	3699	4.7%
9	3611	4.6%
Other values (2)	1577	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76392	98.0%
Math Symbol	1131	1.5%
Dash Punctuation	446	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	12575	16.5%
2	10787	14.1%
5	10441	13.7%
1	8660	11.3%
7	7572	9.9%
4	7384	9.7%
3	7209	9.4%
8	4454	5.8%
0	3699	4.8%
9	3611	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	446	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1131	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77969	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	12575	16.1%
2	10787	13.8%
5	10441	13.4%
1	8660	11.1%
7	7572	9.7%
4	7384	9.5%
3	7209	9.2%
8	4454	5.7%
0	3699	4.7%
9	3611	4.6%
Other values (2)	1577	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77969	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	12575	16.1%
2	10787	13.8%
5	10441	13.4%
1	8660	11.1%
7	7572	9.7%
4	7384	9.5%
3	7209	9.2%
8	4454	5.7%
0	3699	4.7%
9	3611	4.6%
Other values (2)	1577	2.0%

mentality_positioning
Categorical

HIGH CARDINALITY

Distinct	721
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

58	1064
62	1059
65	1030
60	999
59	938
Other values (716)	32458

Length

Max length	5
Median length	2
Mean length	2.048284862
Min length	1

Characters and Unicode

Total characters	76909
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	330 ?
Unique (%)	0.9%

Sample

1st row	74
2nd row	57
3rd row	70
4th row	73
5th row	39

Common Values

Value	Count	Frequency (%)
58	1064	2.8%
62	1059	2.8%
65	1030	2.7%
60	999	2.7%
59	938	2.5%
64	934	2.5%
55	928	2.5%
68	891	2.4%
57	887	2.4%
63	879	2.3%
Other values (711)	27939	74.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58	1064	2.8%
62	1059	2.8%
65	1030	2.7%
60	999	2.7%
59	938	2.5%
64	934	2.5%
55	928	2.5%
68	891	2.4%
57	887	2.4%
63	879	2.3%
Other values (711)	27939	74.4%

Most occurring characters

Value	Count	Frequency (%)
6	13282	17.3%
5	12970	16.9%
4	8693	11.3%
7	7792	10.1%
2	7186	9.3%
1	6780	8.8%
3	6613	8.6%
8	4764	6.2%
0	3710	4.8%
9	3591	4.7%
Other values (2)	1528	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75381	98.0%
Math Symbol	1042	1.4%
Dash Punctuation	486	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	13282	17.6%
5	12970	17.2%
4	8693	11.5%
7	7792	10.3%
2	7186	9.5%
1	6780	9.0%
3	6613	8.8%
8	4764	6.3%
0	3710	4.9%
9	3591	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	486	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1042	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76909	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	13282	17.3%
5	12970	16.9%
4	8693	11.3%
7	7792	10.1%
2	7186	9.3%
1	6780	8.8%
3	6613	8.6%
8	4764	6.2%
0	3710	4.8%
9	3591	4.7%
Other values (2)	1528	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76909	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	13282	17.3%
5	12970	16.9%
4	8693	11.3%
7	7792	10.1%
2	7186	9.3%
1	6780	8.8%
3	6613	8.6%
8	4764	6.2%
0	3710	4.8%
9	3591	4.7%
Other values (2)	1528	2.0%

mentality_vision
Categorical

HIGH CARDINALITY

Distinct	718
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

58	1132
55	1061
59	1045
65	1035
60	1033
Other values (713)	32242

Length

Max length	5
Median length	2
Mean length	2.087701076
Min length	1

Characters and Unicode

Total characters	78389
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	334 ?
Unique (%)	0.9%

Sample

1st row	83
2nd row	72
3rd row	73
4th row	55
5th row	47

Common Values

Value	Count	Frequency (%)
58	1132	3.0%
55	1061	2.8%
59	1045	2.8%
65	1035	2.8%
60	1033	2.8%
62	986	2.6%
64	977	2.6%
63	938	2.5%
52	929	2.5%
54	914	2.4%
Other values (708)	27498	73.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58	1132	3.0%
55	1061	2.8%
59	1045	2.8%
65	1035	2.8%
60	1033	2.8%
62	986	2.6%
64	977	2.6%
63	938	2.5%
52	929	2.5%
54	914	2.4%
Other values (708)	27498	73.2%

Most occurring characters

Value	Count	Frequency (%)
5	14197	18.1%
6	12961	16.5%
4	10668	13.6%
3	8737	11.1%
7	7448	9.5%
2	6166	7.9%
8	4547	5.8%
1	4444	5.7%
0	3861	4.9%
9	3792	4.8%
Other values (2)	1568	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76821	98.0%
Math Symbol	1166	1.5%
Dash Punctuation	402	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	14197	18.5%
6	12961	16.9%
4	10668	13.9%
3	8737	11.4%
7	7448	9.7%
2	6166	8.0%
8	4547	5.9%
1	4444	5.8%
0	3861	5.0%
9	3792	4.9%

Math Symbol

Value	Count	Frequency (%)
+	1166	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	402	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78389	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	14197	18.1%
6	12961	16.5%
4	10668	13.6%
3	8737	11.1%
7	7448	9.5%
2	6166	7.9%
8	4547	5.8%
1	4444	5.7%
0	3861	4.9%
9	3792	4.8%
Other values (2)	1568	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78389	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	14197	18.1%
6	12961	16.5%
4	10668	13.6%
3	8737	11.1%
7	7448	9.5%
2	6166	7.9%
8	4547	5.8%
1	4444	5.7%
0	3861	4.9%
9	3792	4.8%
Other values (2)	1568	2.0%

mentality_penalties
Categorical

HIGH CARDINALITY

Distinct	531
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

55	1043
48	978
58	959
59	957
49	945
Other values (526)	32666

Length

Max length	5
Median length	2
Mean length	2.034116331
Min length	1

Characters and Unicode

Total characters	76377
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	334 ?
Unique (%)	0.9%

Sample

1st row	76
2nd row	55
3rd row	67
4th row	72
5th row	40

Common Values

Value	Count	Frequency (%)
55	1043	2.8%
48	978	2.6%
58	959	2.6%
59	957	2.5%
49	945	2.5%
60	914	2.4%
45	911	2.4%
40	871	2.3%
42	870	2.3%
50	867	2.3%
Other values (521)	28233	75.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
55	1043	2.8%
48	978	2.6%
58	959	2.6%
59	957	2.5%
49	945	2.5%
60	914	2.4%
45	911	2.4%
40	871	2.3%
42	870	2.3%
50	867	2.3%
Other values (521)	28233	75.2%

Most occurring characters

Value	Count	Frequency (%)
5	12997	17.0%
4	12417	16.3%
6	11088	14.5%
3	8964	11.7%
2	6426	8.4%
1	6061	7.9%
7	5930	7.8%
8	4193	5.5%
0	3998	5.2%
9	3704	4.8%
Other values (2)	599	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	75778	99.2%
Math Symbol	335	0.4%
Dash Punctuation	264	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	12997	17.2%
4	12417	16.4%
6	11088	14.6%
3	8964	11.8%
2	6426	8.5%
1	6061	8.0%
7	5930	7.8%
8	4193	5.5%
0	3998	5.3%
9	3704	4.9%

Math Symbol

Value	Count	Frequency (%)
+	335	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	264	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76377	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	12997	17.0%
4	12417	16.3%
6	11088	14.5%
3	8964	11.7%
2	6426	8.4%
1	6061	7.9%
7	5930	7.8%
8	4193	5.5%
0	3998	5.2%
9	3704	4.8%
Other values (2)	599	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76377	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	12997	17.0%
4	12417	16.3%
6	11088	14.5%
3	8964	11.7%
2	6426	8.4%
1	6061	7.9%
7	5930	7.8%
8	4193	5.5%
0	3998	5.2%
9	3704	4.8%
Other values (2)	599	0.8%

mentality_composure
Categorical

HIGH CARDINALITY

Distinct	1018
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

60	1357
65	1303
55	1302
58	1294
62	1214
Other values (1013)	31078

Length

Max length	5
Median length	2
Mean length	2.185495899
Min length	1

Characters and Unicode

Total characters	82061
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	362 ?
Unique (%)	1.0%

Sample

1st row	81
2nd row	68-2
3rd row	71
4th row	66
5th row	40

Common Values

Value	Count	Frequency (%)
60	1357	3.6%
65	1303	3.5%
55	1302	3.5%
58	1294	3.4%
62	1214	3.2%
64	1181	3.1%
59	1137	3.0%
63	1083	2.9%
67	1066	2.8%
66	1048	2.8%
Other values (1008)	25563	68.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60	1357	3.6%
65	1303	3.5%
55	1302	3.5%
58	1294	3.4%
62	1214	3.2%
64	1181	3.1%
59	1137	3.0%
63	1083	2.9%
67	1066	2.8%
66	1048	2.8%
Other values (1008)	25563	68.1%

Most occurring characters

Value	Count	Frequency (%)
6	16199	19.7%
5	15190	18.5%
7	9401	11.5%
4	9178	11.2%
3	5699	6.9%
2	5418	6.6%
8	5076	6.2%
1	4661	5.7%
0	4517	5.5%
9	3769	4.6%
Other values (2)	2953	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79108	96.4%
Math Symbol	2551	3.1%
Dash Punctuation	402	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	16199	20.5%
5	15190	19.2%
7	9401	11.9%
4	9178	11.6%
3	5699	7.2%
2	5418	6.8%
8	5076	6.4%
1	4661	5.9%
0	4517	5.7%
9	3769	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	402	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2551	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	82061	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	16199	19.7%
5	15190	18.5%
7	9401	11.5%
4	9178	11.2%
3	5699	6.9%
2	5418	6.6%
8	5076	6.2%
1	4661	5.7%
0	4517	5.5%
9	3769	4.6%
Other values (2)	2953	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82061	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	16199	19.7%
5	15190	18.5%
7	9401	11.5%
4	9178	11.2%
3	5699	6.9%
2	5418	6.6%
8	5076	6.2%
1	4661	5.7%
0	4517	5.5%
9	3769	4.6%
Other values (2)	2953	3.6%

defending_marking
Categorical

HIGH CARDINALITY

Distinct	804
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

60	977
65	971
62	950
64	919
66	864
Other values (799)	32867

Length

Max length	5
Median length	2
Mean length	2.076755087
Min length	1

Characters and Unicode

Total characters	77978
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	412 ?
Unique (%)	1.1%

Sample

1st row	66
2nd row	69
3rd row	50
4th row	45
5th row	58

Common Values

Value	Count	Frequency (%)
60	977	2.6%
65	971	2.6%
62	950	2.5%
64	919	2.4%
66	864	2.3%
58	845	2.3%
63	828	2.2%
68	781	2.1%
59	777	2.1%
55	729	1.9%
Other values (794)	28907	77.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60	977	2.6%
65	971	2.6%
62	950	2.5%
64	919	2.4%
66	864	2.3%
58	845	2.3%
63	828	2.2%
68	781	2.1%
59	777	2.1%
55	729	1.9%
Other values (794)	28907	77.0%

Most occurring characters

Value	Count	Frequency (%)
6	12506	16.0%
5	10671	13.7%
2	9343	12.0%
1	8828	11.3%
3	7681	9.9%
4	7463	9.6%
7	7232	9.3%
8	4461	5.7%
0	4394	5.6%
9	3637	4.7%
Other values (2)	1762	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76216	97.7%
Math Symbol	1139	1.5%
Dash Punctuation	623	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	12506	16.4%
5	10671	14.0%
2	9343	12.3%
1	8828	11.6%
3	7681	10.1%
4	7463	9.8%
7	7232	9.5%
8	4461	5.9%
0	4394	5.8%
9	3637	4.8%

Math Symbol

Value	Count	Frequency (%)
+	1139	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	623	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77978	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	12506	16.0%
5	10671	13.7%
2	9343	12.0%
1	8828	11.3%
3	7681	9.9%
4	7463	9.6%
7	7232	9.3%
8	4461	5.7%
0	4394	5.6%
9	3637	4.7%
Other values (2)	1762	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77978	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	12506	16.0%
5	10671	13.7%
2	9343	12.0%
1	8828	11.3%
3	7681	9.9%
4	7463	9.6%
7	7232	9.3%
8	4461	5.7%
0	4394	5.6%
9	3637	4.7%
Other values (2)	1762	2.3%

defending_standing_tackle
Categorical

HIGH CARDINALITY

Distinct	764
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

66	1101
64	1093
65	1087
62	949
67	937
Other values (759)	32381

Length

Max length	5
Median length	2
Mean length	2.099286247
Min length	1

Characters and Unicode

Total characters	78824
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	397 ?
Unique (%)	1.1%

Sample

1st row	72
2nd row	72-1
3rd row	53
4th row	18
5th row	56

Common Values

Value	Count	Frequency (%)
66	1101	2.9%
64	1093	2.9%
65	1087	2.9%
62	949	2.5%
67	937	2.5%
68	936	2.5%
63	933	2.5%
13	820	2.2%
14	818	2.2%
70	791	2.1%
Other values (754)	28083	74.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
66	1101	2.9%
64	1093	2.9%
65	1087	2.9%
62	949	2.5%
67	937	2.5%
68	936	2.5%
63	933	2.5%
13	820	2.2%
14	818	2.2%
70	791	2.1%
Other values (754)	28083	74.8%

Most occurring characters

Value	Count	Frequency (%)
6	13547	17.2%
1	10452	13.3%
2	9052	11.5%
7	8776	11.1%
5	8617	10.9%
3	7852	10.0%
4	7234	9.2%
8	4336	5.5%
0	3728	4.7%
9	3368	4.3%
Other values (2)	1862	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76962	97.6%
Math Symbol	1194	1.5%
Dash Punctuation	668	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	13547	17.6%
1	10452	13.6%
2	9052	11.8%
7	8776	11.4%
5	8617	11.2%
3	7852	10.2%
4	7234	9.4%
8	4336	5.6%
0	3728	4.8%
9	3368	4.4%

Dash Punctuation

Value	Count	Frequency (%)
-	668	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78824	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	13547	17.2%
1	10452	13.3%
2	9052	11.5%
7	8776	11.1%
5	8617	10.9%
3	7852	10.0%
4	7234	9.2%
8	4336	5.5%
0	3728	4.7%
9	3368	4.3%
Other values (2)	1862	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	13547	17.2%
1	10452	13.3%
2	9052	11.5%
7	8776	11.1%
5	8617	10.9%
3	7852	10.0%
4	7234	9.2%
8	4336	5.5%
0	3728	4.7%
9	3368	4.3%
Other values (2)	1862	2.4%

defending_sliding_tackle
Categorical

HIGH CARDINALITY

Distinct	727
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

62	1066
64	1024
65	996
63	985
13	913
Other values (722)	32564

Length

Max length	5
Median length	2
Mean length	2.088020667
Min length	1

Characters and Unicode

Total characters	78401
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	367 ?
Unique (%)	1.0%

Sample

1st row	69
2nd row	68-2
3rd row	31
4th row	13
5th row	57

Common Values

Value	Count	Frequency (%)
62	1066	2.8%
64	1024	2.7%
65	996	2.7%
63	985	2.6%
13	913	2.4%
12	892	2.4%
60	888	2.4%
14	855	2.3%
66	852	2.3%
68	838	2.2%
Other values (717)	28239	75.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
62	1066	2.8%
64	1024	2.7%
65	996	2.7%
63	985	2.6%
13	913	2.4%
12	892	2.4%
60	888	2.4%
14	855	2.3%
66	852	2.3%
68	838	2.2%
Other values (717)	28239	75.2%

Most occurring characters

Value	Count	Frequency (%)
6	13052	16.6%
1	11146	14.2%
5	9666	12.3%
2	9567	12.2%
3	7518	9.6%
7	7290	9.3%
4	7249	9.2%
8	4080	5.2%
0	3796	4.8%
9	3380	4.3%
Other values (2)	1657	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76744	97.9%
Math Symbol	1048	1.3%
Dash Punctuation	609	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	13052	17.0%
1	11146	14.5%
5	9666	12.6%
2	9567	12.5%
3	7518	9.8%
7	7290	9.5%
4	7249	9.4%
8	4080	5.3%
0	3796	4.9%
9	3380	4.4%

Dash Punctuation

Value	Count	Frequency (%)
-	609	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1048	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78401	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	13052	16.6%
1	11146	14.2%
5	9666	12.3%
2	9567	12.2%
3	7518	9.6%
7	7290	9.3%
4	7249	9.2%
8	4080	5.2%
0	3796	4.8%
9	3380	4.3%
Other values (2)	1657	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78401	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	13052	16.6%
1	11146	14.2%
5	9666	12.3%
2	9567	12.2%
3	7518	9.6%
7	7290	9.3%
4	7249	9.2%
8	4080	5.2%
0	3796	4.8%
9	3380	4.3%
Other values (2)	1657	2.1%

goalkeeping_diving
Categorical

HIGH CARDINALITY

Distinct	266
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

8	3358
9	3291
12	3290
7	3272
10	3256
Other values (261)	21081

Length

Max length	5
Median length	2
Mean length	1.657664856
Min length	1

Characters and Unicode

Total characters	62242
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	122 ?
Unique (%)	0.3%

Sample

1st row	6
2nd row	8
3rd row	6
4th row	8
5th row	10

Common Values

Value	Count	Frequency (%)
8	3358	8.9%
9	3291	8.8%
12	3290	8.8%
7	3272	8.7%
10	3256	8.7%
14	3241	8.6%
13	3197	8.5%
11	3066	8.2%
6	2660	7.1%
15	2529	6.7%
Other values (256)	6388	17.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8	3358	8.9%
9	3291	8.8%
12	3290	8.8%
7	3272	8.7%
10	3256	8.7%
14	3241	8.6%
13	3197	8.5%
11	3066	8.2%
6	2660	7.1%
15	2529	6.7%
Other values (256)	6388	17.0%

Most occurring characters

Value	Count	Frequency (%)
1	23441	37.7%
6	6290	10.1%
7	4746	7.6%
5	4664	7.5%
8	3973	6.4%
4	3883	6.2%
2	3837	6.2%
9	3723	6.0%
3	3714	6.0%
0	3636	5.8%
Other values (2)	335	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61907	99.5%
Math Symbol	220	0.4%
Dash Punctuation	115	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23441	37.9%
6	6290	10.2%
7	4746	7.7%
5	4664	7.5%
8	3973	6.4%
4	3883	6.3%
2	3837	6.2%
9	3723	6.0%
3	3714	6.0%
0	3636	5.9%

Dash Punctuation

Value	Count	Frequency (%)
-	115	100.0%

Math Symbol

Value	Count	Frequency (%)
+	220	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62242	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23441	37.7%
6	6290	10.1%
7	4746	7.6%
5	4664	7.5%
8	3973	6.4%
4	3883	6.2%
2	3837	6.2%
9	3723	6.0%
3	3714	6.0%
0	3636	5.8%
Other values (2)	335	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62242	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23441	37.7%
6	6290	10.1%
7	4746	7.6%
5	4664	7.5%
8	3973	6.4%
4	3883	6.2%
2	3837	6.2%
9	3723	6.0%
3	3714	6.0%
0	3636	5.8%
Other values (2)	335	0.5%

goalkeeping_handling
Categorical

HIGH CARDINALITY

Distinct	268
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

10	3396
11	3332
12	3294
8	3272
7	3254
Other values (263)	21000

Length

Max length	5
Median length	2
Mean length	1.66855758
Min length	1

Characters and Unicode

Total characters	62651
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	126 ?
Unique (%)	0.3%

Sample

1st row	8
2nd row	9
3rd row	6
4th row	11
5th row	7

Common Values

Value	Count	Frequency (%)
10	3396	9.0%
11	3332	8.9%
12	3294	8.8%
8	3272	8.7%
7	3254	8.7%
14	3217	8.6%
13	3158	8.4%
9	3108	8.3%
6	2600	6.9%
15	2456	6.5%
Other values (258)	6461	17.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10	3396	9.0%
11	3332	8.9%
12	3294	8.8%
8	3272	8.7%
7	3254	8.7%
14	3217	8.6%
13	3158	8.4%
9	3108	8.3%
6	2600	6.9%
15	2456	6.5%
Other values (258)	6461	17.2%

Most occurring characters

Value	Count	Frequency (%)
1	24132	38.5%
6	6366	10.2%
5	4866	7.8%
7	4391	7.0%
2	3903	6.2%
0	3853	6.1%
4	3831	6.1%
8	3809	6.1%
3	3655	5.8%
9	3518	5.6%
Other values (2)	327	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62324	99.5%
Math Symbol	207	0.3%
Dash Punctuation	120	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	24132	38.7%
6	6366	10.2%
5	4866	7.8%
7	4391	7.0%
2	3903	6.3%
0	3853	6.2%
4	3831	6.1%
8	3809	6.1%
3	3655	5.9%
9	3518	5.6%

Dash Punctuation

Value	Count	Frequency (%)
-	120	100.0%

Math Symbol

Value	Count	Frequency (%)
+	207	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62651	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	24132	38.5%
6	6366	10.2%
5	4866	7.8%
7	4391	7.0%
2	3903	6.2%
0	3853	6.1%
4	3831	6.1%
8	3809	6.1%
3	3655	5.8%
9	3518	5.6%
Other values (2)	327	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62651	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	24132	38.5%
6	6366	10.2%
5	4866	7.8%
7	4391	7.0%
2	3903	6.2%
0	3853	6.1%
4	3831	6.1%
8	3809	6.1%
3	3655	5.8%
9	3518	5.6%
Other values (2)	327	0.5%

goalkeeping_kicking
Categorical

HIGH CARDINALITY

Distinct	267
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

9	3435
12	3386
7	3314
13	3283
8	3201
Other values (262)	20929

Length

Max length	5
Median length	2
Mean length	1.657931181
Min length	1

Characters and Unicode

Total characters	62252
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134 ?
Unique (%)	0.4%

Sample

1st row	10
2nd row	11
3rd row	7
4th row	9
5th row	6

Common Values

Value	Count	Frequency (%)
9	3435	9.1%
12	3386	9.0%
7	3314	8.8%
13	3283	8.7%
8	3201	8.5%
14	3194	8.5%
10	3167	8.4%
11	3059	8.1%
6	2472	6.6%
15	2462	6.6%
Other values (257)	6575	17.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
9	3435	9.1%
12	3386	9.0%
7	3314	8.8%
13	3283	8.7%
8	3201	8.5%
14	3194	8.5%
10	3167	8.4%
11	3059	8.1%
6	2472	6.6%
15	2462	6.6%
Other values (257)	6575	17.5%

Most occurring characters

Value	Count	Frequency (%)
1	23514	37.8%
6	6094	9.8%
5	5258	8.4%
7	4305	6.9%
4	3924	6.3%
2	3890	6.2%
9	3876	6.2%
3	3760	6.0%
8	3746	6.0%
0	3623	5.8%
Other values (2)	262	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61990	99.6%
Math Symbol	167	0.3%
Dash Punctuation	95	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23514	37.9%
6	6094	9.8%
5	5258	8.5%
7	4305	6.9%
4	3924	6.3%
2	3890	6.3%
9	3876	6.3%
3	3760	6.1%
8	3746	6.0%
0	3623	5.8%

Dash Punctuation

Value	Count	Frequency (%)
-	95	100.0%

Math Symbol

Value	Count	Frequency (%)
+	167	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23514	37.8%
6	6094	9.8%
5	5258	8.4%
7	4305	6.9%
4	3924	6.3%
2	3890	6.2%
9	3876	6.2%
3	3760	6.0%
8	3746	6.0%
0	3623	5.8%
Other values (2)	262	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23514	37.8%
6	6094	9.8%
5	5258	8.4%
7	4305	6.9%
4	3924	6.3%
2	3890	6.2%
9	3876	6.2%
3	3760	6.0%
8	3746	6.0%
0	3623	5.8%
Other values (2)	262	0.4%

goalkeeping_positioning
Categorical

HIGH CARDINALITY

Distinct	276
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

8	3343
10	3337
9	3313
7	3291
11	3261
Other values (271)	21003

Length

Max length	5
Median length	2
Mean length	1.65915628
Min length	1

Characters and Unicode

Total characters	62298
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	133 ?
Unique (%)	0.4%

Sample

1st row	14
2nd row	14
3rd row	12
4th row	9
5th row	5

Common Values

Value	Count	Frequency (%)
8	3343	8.9%
10	3337	8.9%
9	3313	8.8%
7	3291	8.8%
11	3261	8.7%
14	3209	8.5%
12	3160	8.4%
13	3053	8.1%
15	2587	6.9%
6	2562	6.8%
Other values (266)	6432	17.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
8	3343	8.9%
10	3337	8.9%
9	3313	8.8%
7	3291	8.8%
11	3261	8.7%
14	3209	8.5%
12	3160	8.4%
13	3053	8.1%
15	2587	6.9%
6	2562	6.8%
Other values (266)	6432	17.1%

Most occurring characters

Value	Count	Frequency (%)
1	23690	38.0%
6	6107	9.8%
5	4918	7.9%
7	4551	7.3%
4	4019	6.5%
8	3933	6.3%
0	3750	6.0%
9	3726	6.0%
2	3710	6.0%
3	3575	5.7%
Other values (2)	319	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61979	99.5%
Math Symbol	212	0.3%
Dash Punctuation	107	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23690	38.2%
6	6107	9.9%
5	4918	7.9%
7	4551	7.3%
4	4019	6.5%
8	3933	6.3%
0	3750	6.1%
9	3726	6.0%
2	3710	6.0%
3	3575	5.8%

Dash Punctuation

Value	Count	Frequency (%)
-	107	100.0%

Math Symbol

Value	Count	Frequency (%)
+	212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62298	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23690	38.0%
6	6107	9.8%
5	4918	7.9%
7	4551	7.3%
4	4019	6.5%
8	3933	6.3%
0	3750	6.0%
9	3726	6.0%
2	3710	6.0%
3	3575	5.7%
Other values (2)	319	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62298	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23690	38.0%
6	6107	9.8%
5	4918	7.9%
7	4551	7.3%
4	4019	6.5%
8	3933	6.3%
0	3750	6.0%
9	3726	6.0%
2	3710	6.0%
3	3575	5.7%
Other values (2)	319	0.5%

goalkeeping_reflexes
Categorical

HIGH CARDINALITY

Distinct	269
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

11	3306
9	3297
8	3280
12	3254
10	3238
Other values (264)	21173

Length

Max length	5
Median length	2
Mean length	1.661553212
Min length	1

Characters and Unicode

Total characters	62388
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	124 ?
Unique (%)	0.3%

Sample

1st row	12
2nd row	9
3rd row	8
4th row	12
5th row	6

Common Values

Value	Count	Frequency (%)
11	3306	8.8%
9	3297	8.8%
8	3280	8.7%
12	3254	8.7%
10	3238	8.6%
7	3222	8.6%
14	3210	8.5%
13	3166	8.4%
6	2625	7.0%
15	2473	6.6%
Other values (259)	6477	17.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
11	3306	8.8%
9	3297	8.8%
8	3280	8.7%
12	3254	8.7%
10	3238	8.6%
7	3222	8.6%
14	3210	8.5%
13	3166	8.4%
6	2625	7.0%
15	2473	6.6%
Other values (259)	6477	17.2%

Most occurring characters

Value	Count	Frequency (%)
1	23797	38.1%
6	6102	9.8%
7	4839	7.8%
5	4580	7.3%
8	3979	6.4%
4	3871	6.2%
2	3795	6.1%
9	3748	6.0%
3	3677	5.9%
0	3661	5.9%
Other values (2)	339	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	62049	99.5%
Math Symbol	213	0.3%
Dash Punctuation	126	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23797	38.4%
6	6102	9.8%
7	4839	7.8%
5	4580	7.4%
8	3979	6.4%
4	3871	6.2%
2	3795	6.1%
9	3748	6.0%
3	3677	5.9%
0	3661	5.9%

Dash Punctuation

Value	Count	Frequency (%)
-	126	100.0%

Math Symbol

Value	Count	Frequency (%)
+	213	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62388	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23797	38.1%
6	6102	9.8%
7	4839	7.8%
5	4580	7.3%
8	3979	6.4%
4	3871	6.2%
2	3795	6.1%
9	3748	6.0%
3	3677	5.9%
0	3661	5.9%
Other values (2)	339	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62388	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23797	38.1%
6	6102	9.8%
7	4839	7.8%
5	4580	7.3%
8	3979	6.4%
4	3871	6.2%
2	3795	6.1%
9	3748	6.0%
3	3677	5.9%
0	3661	5.9%
Other values (2)	339	0.5%

ls
Categorical

HIGH CARDINALITY
MISSING

Distinct	187
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

60+2	984
57+2	980
58+2	955
61+2	945
59+2	939
Other values (182)	28553

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	73+2
2nd row	63+2
3rd row	71+2
4th row	67+2
5th row	47+1

Common Values

Value	Count	Frequency (%)
60+2	984	2.6%
57+2	980	2.6%
58+2	955	2.5%
61+2	945	2.5%
59+2	939	2.5%
63+2	934	2.5%
64+2	902	2.4%
62+2	887	2.4%
55+2	790	2.1%
56+2	783	2.1%
Other values (177)	24257	64.6%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60+2	984	2.9%
57+2	980	2.9%
58+2	955	2.9%
61+2	945	2.8%
59+2	939	2.8%
63+2	934	2.8%
64+2	902	2.7%
62+2	887	2.7%
55+2	790	2.4%
56+2	783	2.3%
Other values (177)	24257	72.7%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25519	25.5%
6	15441	15.4%
5	14690	14.7%
1	13544	13.5%
4	8817	8.8%
7	6725	6.7%
3	4641	4.6%
0	3849	3.8%
8	3549	3.5%
9	3293	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

st
Categorical

HIGH CARDINALITY
MISSING

Distinct	187
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

60+2	984
57+2	980
58+2	955
61+2	945
59+2	939
Other values (182)	28553

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	73+2
2nd row	63+2
3rd row	71+2
4th row	67+2
5th row	47+1

Common Values

Value	Count	Frequency (%)
60+2	984	2.6%
57+2	980	2.6%
58+2	955	2.5%
61+2	945	2.5%
59+2	939	2.5%
63+2	934	2.5%
64+2	902	2.4%
62+2	887	2.4%
55+2	790	2.1%
56+2	783	2.1%
Other values (177)	24257	64.6%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60+2	984	2.9%
57+2	980	2.9%
58+2	955	2.9%
61+2	945	2.8%
59+2	939	2.8%
63+2	934	2.8%
64+2	902	2.7%
62+2	887	2.7%
55+2	790	2.4%
56+2	783	2.3%
Other values (177)	24257	72.7%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25519	25.5%
6	15441	15.4%
5	14690	14.7%
1	13544	13.5%
4	8817	8.8%
7	6725	6.7%
3	4641	4.6%
0	3849	3.8%
8	3549	3.5%
9	3293	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

rs
Categorical

HIGH CARDINALITY
MISSING

Distinct	187
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

60+2	984
57+2	980
58+2	955
61+2	945
59+2	939
Other values (182)	28553

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	73+2
2nd row	63+2
3rd row	71+2
4th row	67+2
5th row	47+1

Common Values

Value	Count	Frequency (%)
60+2	984	2.6%
57+2	980	2.6%
58+2	955	2.5%
61+2	945	2.5%
59+2	939	2.5%
63+2	934	2.5%
64+2	902	2.4%
62+2	887	2.4%
55+2	790	2.1%
56+2	783	2.1%
Other values (177)	24257	64.6%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
60+2	984	2.9%
57+2	980	2.9%
58+2	955	2.9%
61+2	945	2.8%
59+2	939	2.8%
63+2	934	2.8%
64+2	902	2.7%
62+2	887	2.7%
55+2	790	2.4%
56+2	783	2.3%
Other values (177)	24257	72.7%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25519	25.5%
6	15441	15.4%
5	14690	14.7%
1	13544	13.5%
4	8817	8.8%
7	6725	6.7%
3	4641	4.6%
0	3849	3.8%
8	3549	3.5%
9	3293	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25519	19.1%
6	15441	11.6%
5	14690	11.0%
1	13544	10.2%
4	8817	6.6%
7	6725	5.0%
3	4641	3.5%
0	3849	2.9%
8	3549	2.7%

lw
Categorical

HIGH CARDINALITY
MISSING

Distinct	210
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

64+2	1002
63+2	983
61+2	982
59+2	960
60+2	958
Other values (205)	28471

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25 ?
Unique (%)	0.1%

Sample

1st row	74+2
2nd row	66+2
3rd row	74+2
4th row	61+2
5th row	48+1

Common Values

Value	Count	Frequency (%)
64+2	1002	2.7%
63+2	983	2.6%
61+2	982	2.6%
59+2	960	2.6%
60+2	958	2.6%
62+2	941	2.5%
65+2	924	2.5%
58+2	872	2.3%
66+2	857	2.3%
67+2	796	2.1%
Other values (200)	24081	64.1%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
64+2	1002	3.0%
63+2	983	2.9%
61+2	982	2.9%
59+2	960	2.9%
60+2	958	2.9%
62+2	941	2.8%
65+2	924	2.8%
58+2	872	2.6%
66+2	857	2.6%
67+2	796	2.4%
Other values (200)	24081	72.2%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25560	25.5%
6	16560	16.5%
1	13497	13.5%
5	13354	13.3%
7	7625	7.6%
4	7468	7.5%
3	5232	5.2%
0	3766	3.8%
8	3651	3.6%
9	3355	3.4%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

lf
Categorical

HIGH CARDINALITY
MISSING

Distinct	201
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	993
61+2	980
60+2	977
62+2	973
59+2	938
Other values (196)	28495

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	75+2
2nd row	65+2
3rd row	73+2
4th row	64+2
5th row	48+1

Common Values

Value	Count	Frequency (%)
63+2	993	2.6%
61+2	980	2.6%
60+2	977	2.6%
62+2	973	2.6%
59+2	938	2.5%
64+2	907	2.4%
65+2	897	2.4%
58+2	856	2.3%
66+2	821	2.2%
57+2	800	2.1%
Other values (191)	24214	64.5%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	993	3.0%
61+2	980	2.9%
60+2	977	2.9%
62+2	973	2.9%
59+2	938	2.8%
64+2	907	2.7%
65+2	897	2.7%
58+2	856	2.6%
66+2	821	2.5%
57+2	800	2.4%
Other values (191)	24214	72.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25558	25.5%
6	16288	16.3%
1	13602	13.6%
5	13444	13.4%
4	7725	7.7%
7	7430	7.4%
3	5173	5.2%
0	3881	3.9%
8	3660	3.7%
9	3307	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

cf
Categorical

HIGH CARDINALITY
MISSING

Distinct	201
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	993
61+2	980
60+2	977
62+2	973
59+2	938
Other values (196)	28495

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	75+2
2nd row	65+2
3rd row	73+2
4th row	64+2
5th row	48+1

Common Values

Value	Count	Frequency (%)
63+2	993	2.6%
61+2	980	2.6%
60+2	977	2.6%
62+2	973	2.6%
59+2	938	2.5%
64+2	907	2.4%
65+2	897	2.4%
58+2	856	2.3%
66+2	821	2.2%
57+2	800	2.1%
Other values (191)	24214	64.5%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	993	3.0%
61+2	980	2.9%
60+2	977	2.9%
62+2	973	2.9%
59+2	938	2.8%
64+2	907	2.7%
65+2	897	2.7%
58+2	856	2.6%
66+2	821	2.5%
57+2	800	2.4%
Other values (191)	24214	72.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25558	25.5%
6	16288	16.3%
1	13602	13.6%
5	13444	13.4%
4	7725	7.7%
7	7430	7.4%
3	5173	5.2%
0	3881	3.9%
8	3660	3.7%
9	3307	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

rf
Categorical

HIGH CARDINALITY
MISSING

Distinct	201
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	993
61+2	980
60+2	977
62+2	973
59+2	938
Other values (196)	28495

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	75+2
2nd row	65+2
3rd row	73+2
4th row	64+2
5th row	48+1

Common Values

Value	Count	Frequency (%)
63+2	993	2.6%
61+2	980	2.6%
60+2	977	2.6%
62+2	973	2.6%
59+2	938	2.5%
64+2	907	2.4%
65+2	897	2.4%
58+2	856	2.3%
66+2	821	2.2%
57+2	800	2.1%
Other values (191)	24214	64.5%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	993	3.0%
61+2	980	2.9%
60+2	977	2.9%
62+2	973	2.9%
59+2	938	2.8%
64+2	907	2.7%
65+2	897	2.7%
58+2	856	2.6%
66+2	821	2.5%
57+2	800	2.4%
Other values (191)	24214	72.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25558	25.5%
6	16288	16.3%
1	13602	13.6%
5	13444	13.4%
4	7725	7.7%
7	7430	7.4%
3	5173	5.2%
0	3881	3.9%
8	3660	3.7%
9	3307	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25558	19.2%
6	16288	12.2%
1	13602	10.2%
5	13444	10.1%
4	7725	5.8%
7	7430	5.6%
3	5173	3.9%
0	3881	2.9%
8	3660	2.7%

rw
Categorical

HIGH CARDINALITY
MISSING

Distinct	210
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

64+2	1002
63+2	983
61+2	982
59+2	960
60+2	958
Other values (205)	28471

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25 ?
Unique (%)	0.1%

Sample

1st row	74+2
2nd row	66+2
3rd row	74+2
4th row	61+2
5th row	48+1

Common Values

Value	Count	Frequency (%)
64+2	1002	2.7%
63+2	983	2.6%
61+2	982	2.6%
59+2	960	2.6%
60+2	958	2.6%
62+2	941	2.5%
65+2	924	2.5%
58+2	872	2.3%
66+2	857	2.3%
67+2	796	2.1%
Other values (200)	24081	64.1%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
64+2	1002	3.0%
63+2	983	2.9%
61+2	982	2.9%
59+2	960	2.9%
60+2	958	2.9%
62+2	941	2.8%
65+2	924	2.8%
58+2	872	2.6%
66+2	857	2.6%
67+2	796	2.4%
Other values (200)	24081	72.2%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25560	25.5%
6	16560	16.5%
1	13497	13.5%
5	13354	13.3%
7	7625	7.6%
4	7468	7.5%
3	5232	5.2%
0	3766	3.8%
8	3651	3.6%
9	3355	3.4%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25560	19.2%
6	16560	12.4%
1	13497	10.1%
5	13354	10.0%
7	7625	5.7%
4	7468	5.6%
3	5232	3.9%
0	3766	2.8%
8	3651	2.7%

lam
Categorical

HIGH CARDINALITY
MISSING

Distinct	206
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	1024
61+2	999
62+2	991
60+2	970
59+2	953
Other values (201)	28419

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	0.1%

Sample

1st row	76+2
2nd row	67+2
3rd row	73+2
4th row	62+2
5th row	49+1

Common Values

Value	Count	Frequency (%)
63+2	1024	2.7%
61+2	999	2.7%
62+2	991	2.6%
60+2	970	2.6%
59+2	953	2.5%
64+2	934	2.5%
58+2	909	2.4%
66+2	853	2.3%
57+2	847	2.3%
65+2	847	2.3%
Other values (196)	24029	64.0%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	1024	3.1%
61+2	999	3.0%
62+2	991	3.0%
60+2	970	2.9%
59+2	953	2.9%
64+2	934	2.8%
58+2	909	2.7%
66+2	853	2.6%
65+2	847	2.5%
57+2	847	2.5%
Other values (196)	24029	72.0%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25587	25.6%
6	16328	16.3%
5	13524	13.5%
1	13504	13.5%
7	7620	7.6%
4	7464	7.5%
3	5232	5.2%
0	3885	3.9%
8	3629	3.6%
9	3295	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

cam
Categorical

HIGH CARDINALITY
MISSING

Distinct	206
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	1024
61+2	999
62+2	991
60+2	970
59+2	953
Other values (201)	28419

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	0.1%

Sample

1st row	76+2
2nd row	67+2
3rd row	73+2
4th row	62+2
5th row	49+1

Common Values

Value	Count	Frequency (%)
63+2	1024	2.7%
61+2	999	2.7%
62+2	991	2.6%
60+2	970	2.6%
59+2	953	2.5%
64+2	934	2.5%
58+2	909	2.4%
66+2	853	2.3%
57+2	847	2.3%
65+2	847	2.3%
Other values (196)	24029	64.0%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	1024	3.1%
61+2	999	3.0%
62+2	991	3.0%
60+2	970	2.9%
59+2	953	2.9%
64+2	934	2.8%
58+2	909	2.7%
66+2	853	2.6%
65+2	847	2.5%
57+2	847	2.5%
Other values (196)	24029	72.0%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25587	25.6%
6	16328	16.3%
5	13524	13.5%
1	13504	13.5%
7	7620	7.6%
4	7464	7.5%
3	5232	5.2%
0	3885	3.9%
8	3629	3.6%
9	3295	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

ram
Categorical

HIGH CARDINALITY
MISSING

Distinct	206
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	1024
61+2	999
62+2	991
60+2	970
59+2	953
Other values (201)	28419

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	0.1%

Sample

1st row	76+2
2nd row	67+2
3rd row	73+2
4th row	62+2
5th row	49+1

Common Values

Value	Count	Frequency (%)
63+2	1024	2.7%
61+2	999	2.7%
62+2	991	2.6%
60+2	970	2.6%
59+2	953	2.5%
64+2	934	2.5%
58+2	909	2.4%
66+2	853	2.3%
57+2	847	2.3%
65+2	847	2.3%
Other values (196)	24029	64.0%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	1024	3.1%
61+2	999	3.0%
62+2	991	3.0%
60+2	970	2.9%
59+2	953	2.9%
64+2	934	2.8%
58+2	909	2.7%
66+2	853	2.6%
65+2	847	2.5%
57+2	847	2.5%
Other values (196)	24029	72.0%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25587	25.6%
6	16328	16.3%
5	13524	13.5%
1	13504	13.5%
7	7620	7.6%
4	7464	7.5%
3	5232	5.2%
0	3885	3.9%
8	3629	3.6%
9	3295	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25587	19.2%
6	16328	12.2%
5	13524	10.1%
1	13504	10.1%
7	7620	5.7%
4	7464	5.6%
3	5232	3.9%
0	3885	2.9%
8	3629	2.7%

lm
Categorical

HIGH CARDINALITY
MISSING

Distinct	199
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

61+2	1114
63+2	1033
62+2	1029
65+2	1026
60+2	989
Other values (194)	28165

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	74+2
2nd row	68+2
3rd row	72+2
4th row	59+2
5th row	50+1

Common Values

Value	Count	Frequency (%)
61+2	1114	3.0%
63+2	1033	2.8%
62+2	1029	2.7%
65+2	1026	2.7%
60+2	989	2.6%
59+2	980	2.6%
64+2	978	2.6%
66+2	936	2.5%
58+2	872	2.3%
57+2	845	2.3%
Other values (189)	23554	62.7%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
61+2	1114	3.3%
63+2	1033	3.1%
62+2	1029	3.1%
65+2	1026	3.1%
60+2	989	3.0%
59+2	980	2.9%
64+2	978	2.9%
66+2	936	2.8%
58+2	872	2.6%
57+2	845	2.5%
Other values (189)	23554	70.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25582	25.6%
6	17239	17.2%
1	13598	13.6%
5	13399	13.4%
7	7809	7.8%
4	7164	7.2%
3	4706	4.7%
0	3719	3.7%
8	3548	3.5%
9	3304	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

lcm
Categorical

HIGH CARDINALITY
MISSING

Distinct	184
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

58+2	1072
60+2	1026
59+2	1001
61+2	1000
62+2	962
Other values (179)	28295

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	78+2
2nd row	69+2
3rd row	68+2
4th row	57+2
5th row	52+1

Common Values

Value	Count	Frequency (%)
58+2	1072	2.9%
60+2	1026	2.7%
59+2	1001	2.7%
61+2	1000	2.7%
62+2	962	2.6%
57+2	954	2.5%
56+2	943	2.5%
63+2	923	2.5%
64+2	879	2.3%
54+2	876	2.3%
Other values (174)	23720	63.2%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58+2	1072	3.2%
60+2	1026	3.1%
59+2	1001	3.0%
61+2	1000	3.0%
62+2	962	2.9%
57+2	954	2.9%
56+2	943	2.8%
63+2	923	2.8%
64+2	879	2.6%
54+2	876	2.6%
Other values (174)	23720	71.1%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25468	25.5%
5	15521	15.5%
6	15480	15.5%
1	13562	13.6%
4	8144	8.1%
7	6603	6.6%
3	4552	4.5%
0	3904	3.9%
8	3586	3.6%
9	3248	3.2%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

cm
Categorical

HIGH CARDINALITY
MISSING

Distinct	184
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

58+2	1072
60+2	1026
59+2	1001
61+2	1000
62+2	962
Other values (179)	28295

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	78+2
2nd row	69+2
3rd row	68+2
4th row	57+2
5th row	52+1

Common Values

Value	Count	Frequency (%)
58+2	1072	2.9%
60+2	1026	2.7%
59+2	1001	2.7%
61+2	1000	2.7%
62+2	962	2.6%
57+2	954	2.5%
56+2	943	2.5%
63+2	923	2.5%
64+2	879	2.3%
54+2	876	2.3%
Other values (174)	23720	63.2%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58+2	1072	3.2%
60+2	1026	3.1%
59+2	1001	3.0%
61+2	1000	3.0%
62+2	962	2.9%
57+2	954	2.9%
56+2	943	2.8%
63+2	923	2.8%
64+2	879	2.6%
54+2	876	2.6%
Other values (174)	23720	71.1%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25468	25.5%
5	15521	15.5%
6	15480	15.5%
1	13562	13.6%
4	8144	8.1%
7	6603	6.6%
3	4552	4.5%
0	3904	3.9%
8	3586	3.6%
9	3248	3.2%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

rcm
Categorical

HIGH CARDINALITY
MISSING

Distinct	184
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

58+2	1072
60+2	1026
59+2	1001
61+2	1000
62+2	962
Other values (179)	28295

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	78+2
2nd row	69+2
3rd row	68+2
4th row	57+2
5th row	52+1

Common Values

Value	Count	Frequency (%)
58+2	1072	2.9%
60+2	1026	2.7%
59+2	1001	2.7%
61+2	1000	2.7%
62+2	962	2.6%
57+2	954	2.5%
56+2	943	2.5%
63+2	923	2.5%
64+2	879	2.3%
54+2	876	2.3%
Other values (174)	23720	63.2%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
58+2	1072	3.2%
60+2	1026	3.1%
59+2	1001	3.0%
61+2	1000	3.0%
62+2	962	2.9%
57+2	954	2.9%
56+2	943	2.8%
63+2	923	2.8%
64+2	879	2.6%
54+2	876	2.6%
Other values (174)	23720	71.1%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25468	25.5%
5	15521	15.5%
6	15480	15.5%
1	13562	13.6%
4	8144	8.1%
7	6603	6.6%
3	4552	4.5%
0	3904	3.9%
8	3586	3.6%
9	3248	3.2%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25468	19.1%
5	15521	11.6%
6	15480	11.6%
1	13562	10.2%
4	8144	6.1%
7	6603	4.9%
3	4552	3.4%
0	3904	2.9%
8	3586	2.7%

rm
Categorical

HIGH CARDINALITY
MISSING

Distinct	199
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

61+2	1114
63+2	1033
62+2	1029
65+2	1026
60+2	989
Other values (194)	28165

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	74+2
2nd row	68+2
3rd row	72+2
4th row	59+2
5th row	50+1

Common Values

Value	Count	Frequency (%)
61+2	1114	3.0%
63+2	1033	2.8%
62+2	1029	2.7%
65+2	1026	2.7%
60+2	989	2.6%
59+2	980	2.6%
64+2	978	2.6%
66+2	936	2.5%
58+2	872	2.3%
57+2	845	2.3%
Other values (189)	23554	62.7%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
61+2	1114	3.3%
63+2	1033	3.1%
62+2	1029	3.1%
65+2	1026	3.1%
60+2	989	3.0%
59+2	980	2.9%
64+2	978	2.9%
66+2	936	2.8%
58+2	872	2.6%
57+2	845	2.5%
Other values (189)	23554	70.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25582	25.6%
6	17239	17.2%
1	13598	13.6%
5	13399	13.4%
7	7809	7.8%
4	7164	7.2%
3	4706	4.7%
0	3719	3.7%
8	3548	3.5%
9	3304	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25582	19.2%
6	17239	12.9%
1	13598	10.2%
5	13399	10.0%
7	7809	5.9%
4	7164	5.4%
3	4706	3.5%
0	3719	2.8%
8	3548	2.7%

lwb
Categorical

HIGH CARDINALITY
MISSING

Distinct	188
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

59+2	953
61+2	931
62+2	913
60+2	898
55+2	860
Other values (183)	28801

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	71+2
2nd row	71+2
3rd row	60+2
4th row	43+2
5th row	56+1

Common Values

Value	Count	Frequency (%)
59+2	953	2.5%
61+2	931	2.5%
62+2	913	2.4%
60+2	898	2.4%
55+2	860	2.3%
57+2	859	2.3%
54+2	857	2.3%
63+2	853	2.3%
56+2	852	2.3%
53+2	837	2.2%
Other values (178)	24543	65.4%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
59+2	953	2.9%
61+2	931	2.8%
62+2	913	2.7%
60+2	898	2.7%
55+2	860	2.6%
57+2	859	2.6%
54+2	857	2.6%
63+2	853	2.6%
56+2	852	2.6%
53+2	837	2.5%
Other values (178)	24543	73.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25535	25.5%
5	15578	15.6%
6	14744	14.7%
1	13547	13.5%
4	9037	9.0%
7	6329	6.3%
3	4725	4.7%
0	3864	3.9%
9	3373	3.4%
8	3336	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

ldm
Categorical

HIGH CARDINALITY
MISSING

Distinct	198
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

62+2	870
59+2	824
63+2	822
61+2	821
60+2	809
Other values (193)	29210

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	74+2
2nd row	71+2
3rd row	60+2
4th row	46+2
5th row	57+1

Common Values

Value	Count	Frequency (%)
62+2	870	2.3%
59+2	824	2.2%
63+2	822	2.2%
61+2	821	2.2%
60+2	809	2.2%
58+2	804	2.1%
64+2	776	2.1%
57+2	745	2.0%
65+2	714	1.9%
66+2	706	1.9%
Other values (188)	25465	67.8%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
62+2	870	2.6%
59+2	824	2.5%
63+2	822	2.5%
61+2	821	2.5%
60+2	809	2.4%
58+2	804	2.4%
64+2	776	2.3%
57+2	745	2.2%
65+2	714	2.1%
66+2	706	2.1%
Other values (188)	25465	76.3%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25526	25.5%
6	14344	14.3%
5	13709	13.7%
1	13472	13.5%
4	10052	10.0%
7	6740	6.7%
3	5595	5.6%
0	3748	3.7%
8	3552	3.5%
9	3330	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

cdm
Categorical

HIGH CARDINALITY
MISSING

Distinct	198
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

62+2	870
59+2	824
63+2	822
61+2	821
60+2	809
Other values (193)	29210

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	74+2
2nd row	71+2
3rd row	60+2
4th row	46+2
5th row	57+1

Common Values

Value	Count	Frequency (%)
62+2	870	2.3%
59+2	824	2.2%
63+2	822	2.2%
61+2	821	2.2%
60+2	809	2.2%
58+2	804	2.1%
64+2	776	2.1%
57+2	745	2.0%
65+2	714	1.9%
66+2	706	1.9%
Other values (188)	25465	67.8%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
62+2	870	2.6%
59+2	824	2.5%
63+2	822	2.5%
61+2	821	2.5%
60+2	809	2.4%
58+2	804	2.4%
64+2	776	2.3%
57+2	745	2.2%
65+2	714	2.1%
66+2	706	2.1%
Other values (188)	25465	76.3%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25526	25.5%
6	14344	14.3%
5	13709	13.7%
1	13472	13.5%
4	10052	10.0%
7	6740	6.7%
3	5595	5.6%
0	3748	3.7%
8	3552	3.5%
9	3330	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

rdm
Categorical

HIGH CARDINALITY
MISSING

Distinct	198
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

62+2	870
59+2	824
63+2	822
61+2	821
60+2	809
Other values (193)	29210

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	74+2
2nd row	71+2
3rd row	60+2
4th row	46+2
5th row	57+1

Common Values

Value	Count	Frequency (%)
62+2	870	2.3%
59+2	824	2.2%
63+2	822	2.2%
61+2	821	2.2%
60+2	809	2.2%
58+2	804	2.1%
64+2	776	2.1%
57+2	745	2.0%
65+2	714	1.9%
66+2	706	1.9%
Other values (188)	25465	67.8%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
62+2	870	2.6%
59+2	824	2.5%
63+2	822	2.5%
61+2	821	2.5%
60+2	809	2.4%
58+2	804	2.4%
64+2	776	2.3%
57+2	745	2.2%
65+2	714	2.1%
66+2	706	2.1%
Other values (188)	25465	76.3%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25526	25.5%
6	14344	14.3%
5	13709	13.7%
1	13472	13.5%
4	10052	10.0%
7	6740	6.7%
3	5595	5.6%
0	3748	3.7%
8	3552	3.5%
9	3330	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25526	19.1%
6	14344	10.8%
5	13709	10.3%
1	13472	10.1%
4	10052	7.5%
7	6740	5.1%
3	5595	4.2%
0	3748	2.8%
8	3552	2.7%

rwb
Categorical

HIGH CARDINALITY
MISSING

Distinct	188
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

59+2	953
61+2	931
62+2	913
60+2	898
55+2	860
Other values (183)	28801

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	71+2
2nd row	71+2
3rd row	60+2
4th row	43+2
5th row	56+1

Common Values

Value	Count	Frequency (%)
59+2	953	2.5%
61+2	931	2.5%
62+2	913	2.4%
60+2	898	2.4%
55+2	860	2.3%
57+2	859	2.3%
54+2	857	2.3%
63+2	853	2.3%
56+2	852	2.3%
53+2	837	2.2%
Other values (178)	24543	65.4%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
59+2	953	2.9%
61+2	931	2.8%
62+2	913	2.7%
60+2	898	2.7%
55+2	860	2.6%
57+2	859	2.6%
54+2	857	2.6%
63+2	853	2.6%
56+2	852	2.6%
53+2	837	2.5%
Other values (178)	24543	73.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25535	25.5%
5	15578	15.6%
6	14744	14.7%
1	13547	13.5%
4	9037	9.0%
7	6329	6.3%
3	4725	4.7%
0	3864	3.9%
9	3373	3.4%
8	3336	3.3%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25535	19.1%
5	15578	11.7%
6	14744	11.1%
1	13547	10.2%
4	9037	6.8%
7	6329	4.7%
3	4725	3.5%
0	3864	2.9%
9	3373	2.5%

lb
Categorical

HIGH CARDINALITY
MISSING

Distinct	188
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

61+2	912
63+2	898
59+2	878
64+2	851
62+2	847
Other values (183)	28970

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	69+2
2nd row	70+2
3rd row	58+2
4th row	41+2
5th row	57+1

Common Values

Value	Count	Frequency (%)
61+2	912	2.4%
63+2	898	2.4%
59+2	878	2.3%
64+2	851	2.3%
62+2	847	2.3%
60+2	835	2.2%
58+2	829	2.2%
57+2	789	2.1%
65+2	788	2.1%
56+2	762	2.0%
Other values (178)	24967	66.5%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
61+2	912	2.7%
63+2	898	2.7%
59+2	878	2.6%
64+2	851	2.6%
62+2	847	2.5%
60+2	835	2.5%
58+2	829	2.5%
57+2	789	2.4%
65+2	788	2.4%
56+2	762	2.3%
Other values (178)	24967	74.9%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25527	25.5%
6	14599	14.6%
5	14224	14.2%
1	13572	13.6%
4	9932	9.9%
7	6337	6.3%
3	5315	5.3%
0	3772	3.8%
8	3423	3.4%
9	3367	3.4%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

lcb
Categorical

HIGH CARDINALITY
MISSING

Distinct	210
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	863
62+2	845
64+2	838
61+2	783
65+2	775
Other values (205)	29252

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	69+2
2nd row	68+2
3rd row	56+2
4th row	44+2
5th row	58+1

Common Values

Value	Count	Frequency (%)
63+2	863	2.3%
62+2	845	2.3%
64+2	838	2.2%
61+2	783	2.1%
65+2	775	2.1%
66+2	720	1.9%
60+2	694	1.8%
67+2	671	1.8%
59+2	651	1.7%
68+2	637	1.7%
Other values (200)	25879	68.9%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	863	2.6%
62+2	845	2.5%
64+2	838	2.5%
61+2	783	2.3%
65+2	775	2.3%
66+2	720	2.2%
60+2	694	2.1%
67+2	671	2.0%
59+2	651	2.0%
68+2	637	1.9%
Other values (200)	25879	77.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25773	25.8%
6	14148	14.1%
1	13600	13.6%
5	10827	10.8%
4	10660	10.7%
3	7676	7.7%
7	7084	7.1%
0	3710	3.7%
8	3498	3.5%
9	3092	3.1%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

cb
Categorical

HIGH CARDINALITY
MISSING

Distinct	210
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	863
62+2	845
64+2	838
61+2	783
65+2	775
Other values (205)	29252

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	69+2
2nd row	68+2
3rd row	56+2
4th row	44+2
5th row	58+1

Common Values

Value	Count	Frequency (%)
63+2	863	2.3%
62+2	845	2.3%
64+2	838	2.2%
61+2	783	2.1%
65+2	775	2.1%
66+2	720	1.9%
60+2	694	1.8%
67+2	671	1.8%
59+2	651	1.7%
68+2	637	1.7%
Other values (200)	25879	68.9%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	863	2.6%
62+2	845	2.5%
64+2	838	2.5%
61+2	783	2.3%
65+2	775	2.3%
66+2	720	2.2%
60+2	694	2.1%
67+2	671	2.0%
59+2	651	2.0%
68+2	637	1.9%
Other values (200)	25879	77.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25773	25.8%
6	14148	14.1%
1	13600	13.6%
5	10827	10.8%
4	10660	10.7%
3	7676	7.7%
7	7084	7.1%
0	3710	3.7%
8	3498	3.5%
9	3092	3.1%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

rcb
Categorical

HIGH CARDINALITY
MISSING

Distinct	210
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

63+2	863
62+2	845
64+2	838
61+2	783
65+2	775
Other values (205)	29252

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	69+2
2nd row	68+2
3rd row	56+2
4th row	44+2
5th row	58+1

Common Values

Value	Count	Frequency (%)
63+2	863	2.3%
62+2	845	2.3%
64+2	838	2.2%
61+2	783	2.1%
65+2	775	2.1%
66+2	720	1.9%
60+2	694	1.8%
67+2	671	1.8%
59+2	651	1.7%
68+2	637	1.7%
Other values (200)	25879	68.9%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
63+2	863	2.6%
62+2	845	2.5%
64+2	838	2.5%
61+2	783	2.3%
65+2	775	2.3%
66+2	720	2.2%
60+2	694	2.1%
67+2	671	2.0%
59+2	651	2.0%
68+2	637	1.9%
Other values (200)	25879	77.6%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25773	25.8%
6	14148	14.1%
1	13600	13.6%
5	10827	10.8%
4	10660	10.7%
3	7676	7.7%
7	7084	7.1%
0	3710	3.7%
8	3498	3.5%
9	3092	3.1%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25773	19.3%
6	14148	10.6%
1	13600	10.2%
5	10827	8.1%
4	10660	8.0%
3	7676	5.8%
7	7084	5.3%
0	3710	2.8%
8	3498	2.6%

rb
Categorical

HIGH CARDINALITY
MISSING

Distinct	188
Distinct (%)	0.6%
Missing	4192
Missing (%)	11.2%
Memory size	2.1 MiB

61+2	912
63+2	898
59+2	878
64+2	851
62+2	847
Other values (183)	28970

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	133424
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	69+2
2nd row	70+2
3rd row	58+2
4th row	41+2
5th row	57+1

Common Values

Value	Count	Frequency (%)
61+2	912	2.4%
63+2	898	2.4%
59+2	878	2.3%
64+2	851	2.3%
62+2	847	2.3%
60+2	835	2.2%
58+2	829	2.2%
57+2	789	2.1%
65+2	788	2.1%
56+2	762	2.0%
Other values (178)	24967	66.5%
(Missing)	4192	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
61+2	912	2.7%
63+2	898	2.7%
59+2	878	2.6%
64+2	851	2.6%
62+2	847	2.5%
60+2	835	2.5%
58+2	829	2.5%
57+2	789	2.4%
65+2	788	2.4%
56+2	762	2.3%
Other values (178)	24967	74.9%

Most occurring characters

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100068	75.0%
Math Symbol	33356	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25527	25.5%
6	14599	14.6%
5	14224	14.2%
1	13572	13.6%
4	9932	9.9%
7	6337	6.3%
3	5315	5.3%
0	3772	3.8%
8	3423	3.4%
9	3367	3.4%

Math Symbol

Value	Count	Frequency (%)
+	33356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133424	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
+	33356	25.0%
2	25527	19.1%
6	14599	10.9%
5	14224	10.7%
1	13572	10.2%
4	9932	7.4%
7	6337	4.7%
3	5315	4.0%
0	3772	2.8%
8	3423	2.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	sofifa_id	player_url	short_name	long_name	age	dob	height_cm	weight_kg	nationality	club	overall	potential	value	player_positions	preferred_foot	international_reputation	weak_foot	skill_moves	work_rate	body_type	real_face	release_clause_eur	player_tags	team_position	team_jersey_number	loaned_from	joined	contract_valid_until	nation_position	nation_jersey_number	pace	shooting	passing	dribbling	defending	physic	gk_diving	gk_handling	gk_kicking	gk_reflexes	gk_speed	gk_positioning	player_traits	attacking_crossing	attacking_finishing	attacking_heading_accuracy	attacking_short_passing	attacking_volleys	skill_dribbling	skill_curve	skill_fk_accuracy	skill_long_passing	skill_ball_control	movement_acceleration	movement_sprint_speed	movement_agility	movement_reactions	movement_balance	power_shot_power	power_jumping	power_stamina	power_strength	power_long_shots	mentality_aggression	mentality_interceptions	mentality_positioning	mentality_vision	mentality_penalties	mentality_composure	defending_marking	defending_standing_tackle	defending_sliding_tackle	goalkeeping_diving	goalkeeping_handling	goalkeeping_kicking	goalkeeping_positioning	goalkeeping_reflexes	ls	st	rs	lw	lf	cf	rf	rw	lam	cam	ram	lm	lcm	cm	rcm	rm	lwb	ldm	cdm	rdm	rwb	lb	lcb	cb	rcb	rb
0	216393	https://sofifa.com/player/216393/youri-tielemans/19/159222	Y. Tielemans	Youri Tielemans	21	1997-05-07	176	72	Belgium	AS Monaco	79	89	20000000	CM, CDM	Right	2	5	4	Medium/Medium	Normal	Yes	42000000.0	#Distance Shooter	RDM	8.0	NaN	2017-07-01	2022.0	SUB	17.0	53.0	79.0	80.0	77.0	68.0	70.0	NaN	NaN	NaN	NaN	NaN	NaN	Long Passer (CPU AI Only), Long Shot Taker (CPU AI Only), Playmaker (CPU AI Only)	76	73	57	80	78	76	84	74	80	81	52	53	67	75	76	88	65	73	69-2	88	70	71	74	83	76	81	66	72	69	6	8	10	14	12	73+2	73+2	73+2	74+2	75+2	75+2	75+2	74+2	76+2	76+2	76+2	74+2	78+2	78+2	78+2	74+2	71+2	74+2	74+2	74+2	71+2	69+2	69+2	69+2	69+2	69+2
1	187878	https://sofifa.com/player/187878/lukas-marecek/19/159222	L. Mareček	Lukáš Mareček	28	1990-04-17	183	79	Czech Republic	Sporting Lokeren	71	71	2400000	CM, CDM, CAM	Right	1	3	3	Medium/Medium	Lean	No	3500000.0	NaN	LDM	23.0	NaN	2018-01-29	2021.0	NaN	NaN	70.0	57.0	70.0	69.0	69.0	71.0	NaN	NaN	NaN	NaN	NaN	NaN	Avoids Using Weaker Foot, Early Crosser	68	48	60	72-3	57	67	69	68	69-2	74	69	71	69	67-2	65	74	68	82	65	63	72-4	70-5	57	72	55	68-2	69	72-1	68-2	8	9	11	14	9	63+2	63+2	63+2	66+2	65+2	65+2	65+2	66+2	67+2	67+2	67+2	68+2	69+2	69+2	69+2	68+2	71+2	71+2	71+2	71+2	71+2	70+2	68+2	68+2	68+2	70+2
2	178628	https://sofifa.com/player/178628/fernando-forestieri/20/159586	F. Forestieri	Fernando Martín Forestieri	29	1990-01-15	172	67	Italy	Sheffield Wednesday	73	73	4000000	ST, CAM	Right	1	3	4	High/Medium	Normal	No	7600000.0	#Acrobat	SUB	45.0	NaN	2015-08-29	2021.0	NaN	NaN	78.0	73.0	68.0	79.0	48.0	67.0	NaN	NaN	NaN	NaN	NaN	NaN	Selfish, Argues with Officials, Crowd Favourite, Skilled Dribbling	64	73	59	72	71	78	70	65	60	77	82	74	90	70	88	75	84	68	63	73	73	42	70	73	67	71	50	53	31	6	6	7	12	8	71+2	71+2	71+2	74+2	73+2	73+2	73+2	74+2	73+2	73+2	73+2	72+2	68+2	68+2	68+2	72+2	60+2	60+2	60+2	60+2	60+2	58+2	56+2	56+2	56+2	58+2
3	184341	https://sofifa.com/player/184341/riccardo-maniero/20/159586	R. Maniero	Riccardo Maniero	31	1987-11-26	183	75	Italy	Pescara	69	69	950000	ST	Right	1	3	2	High/Low	Normal	No	1500000.0	NaN	ST	19.0	NaN	2019-07-18	2022.0	NaN	NaN	52.0	70.0	54.0	63.0	32.0	71.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	40	72	73	62	62	59	62	45	52	69	54	51	73	60	56	70	82	62	81	65	52	20	73	55	72	66	45	18	13	8	11	9	9	12	67+2	67+2	67+2	61+2	64+2	64+2	64+2	61+2	62+2	62+2	62+2	59+2	57+2	57+2	57+2	59+2	43+2	46+2	46+2	46+2	43+2	41+2	44+2	44+2	44+2	41+2
4	231933	https://sofifa.com/player/231933/rowllin-borges/18/158855	R. Borges	Rowllin Borges	25	1992-06-05	185	75	India	India	58	64	0	CDM	Right	1	3	2	Medium/Medium	Lean	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	LDM	14.0	57.0	35.0	49.0	50.0	57.0	64.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	41	33	55	54	31	45	33	39	56	54	58	57	54	59	59	44	52	66	68	28	55	58	39	47	40	40	58	56	57	10	7	6	5	6	47+1	47+1	47+1	48+1	48+1	48+1	48+1	48+1	49+1	49+1	49+1	50+1	52+1	52+1	52+1	50+1	56+1	57+1	57+1	57+1	56+1	57+1	58+1	58+1	58+1	57+1
5	233670	https://sofifa.com/player/233670/akito-fukumori/20/159586	A. Fukumori	福森晃斗	26	1992-12-16	183	75	Japan	Hokkaido Consadole Sapporo	67	70	850000	CB, LB, CM	Left	1	3	2	Medium/High	Normal	No	1100000.0	NaN	LCB	5.0	NaN	2017-01-07	2022.0	NaN	NaN	64.0	63.0	68.0	56.0	66.0	72.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	65	63	53	72	37	46	72	74	66	68	66	63	64	66	62	69	68	77	77	68	52	64	42	62	62	65	69	70	65	13	10	8	7	5	60+2	60+2	60+2	60+2	60+2	60+2	60+2	60+2	61+2	61+2	61+2	61+2	64+2	64+2	64+2	61+2	66+2	67+2	67+2	67+2	66+2	66+2	65+2	65+2	65+2	66+2
6	101880	https://sofifa.com/player/101880/rob-green/19/159222	R. Green	Robert Green	38	1980-01-18	191	93	England	Chelsea	72	72	210000	GK	Right	2	3	1	Medium/Medium	Normal	Yes	389000.0	NaN	RES	31.0	NaN	2018-07-26	2019.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	73.0	70.0	60.0	74.0	38.0	72.0	NaN	19	12	15	26	12	14	16	13	14	15	46	32	47	70	40	22	68	26	59	11	26	20	13	58	21	49	14	12	11	73	70	60	72	74	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	243972	https://sofifa.com/player/243972/jordi-sanchez-ribas/19/159222	Jordi Sánchez	Jordi Sánchez Ribas	23	1994-11-11	190	81	Spain	CD Numancia	62	70	450000	ST	Right	1	3	2	Medium/Medium	Lean	No	810000.0	NaN	RES	20.0	NaN	2018-07-02	2021.0	NaN	NaN	61.0	62.0	43.0	56.0	26.0	58.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33	67	64	55	53	57	33	32	26	55	60	61	54	58	48	62	60	56	72	53	27	15	63	49	56	49	36	17	10	10	7	12	11	13	61+2	61+2	61+2	55+2	58+2	58+2	58+2	55+2	55+2	55+2	55+2	53+2	47+2	47+2	47+2	53+2	39+2	37+2	37+2	37+2	39+2	37+2	37+2	37+2	37+2	37+2
8	232837	https://sofifa.com/player/232837/ali-suljic/19/159222	A. Suljic	Ali Suljic	20	1997-09-18	189	79	Sweden	BK Häcken	57	69	160000	CB	Right	1	2	2	Medium/Medium	Normal	No	232000.0	NaN	RES	16.0	NaN	2018-07-02	2019.0	NaN	NaN	58.0	28.0	39.0	38.0	55.0	62.0	NaN	NaN	NaN	NaN	NaN	NaN	Power Header	34	25	59	50	26	28	30	21	47	48	55	60	48	45	53	37	62	56	67	22	56	51	29	24	36	43	57	55	55	14	10	7	7	13	40+2	40+2	40+2	38+2	37+2	37+2	37+2	38+2	38+2	38+2	38+2	40+2	41+2	41+2	41+2	40+2	49+2	51+2	51+2	51+2	49+2	51+2	55+2	55+2	55+2	51+2
9	202166	https://sofifa.com/player/202166/julian-draxler/18/158855	J. Draxler	Julian Draxler	23	1993-09-20	187	72	Germany	Paris Saint-Germain	84	87	39500000	LW, CAM, LM	Right	3	5	4	Medium/Low	Lean	Yes	76000000.0	#Dribbler	SUB	23.0	NaN	2017-01-03	2021.0	LM	11.0	78.0	80.0	82.0	86.0	34.0	64.0	NaN	NaN	NaN	NaN	NaN	NaN	Finesse Shot, Flair, Playmaker (CPU AI Only), Technical Dribbler (CPU AI Only)	83+5	78+3	65	84+1	84	88+1	78	75+3	77+5	87+2	76-1	79+2	81-1	83+2	75	86+2	76	68-1	67	81	48	36	79	84+4	63	81+3	25	35	26	11	13	5	13	8	80+1	80+1	80+1	83+1	83+1	83+1	83+1	83+1	84+1	84+1	84+1	83+1	78+1	78+1	78+1	83+1	62+1	60+1	60+1	60+1	62+1	58+1	49+1	49+1	49+1	58+1

Last rows

	sofifa_id	player_url	short_name	long_name	age	dob	height_cm	weight_kg	nationality	club	overall	potential	value	player_positions	preferred_foot	international_reputation	weak_foot	skill_moves	work_rate	body_type	real_face	release_clause_eur	player_tags	team_position	team_jersey_number	loaned_from	joined	contract_valid_until	nation_position	nation_jersey_number	pace	shooting	passing	dribbling	defending	physic	gk_diving	gk_handling	gk_kicking	gk_reflexes	gk_speed	gk_positioning	player_traits	attacking_crossing	attacking_finishing	attacking_heading_accuracy	attacking_short_passing	attacking_volleys	skill_dribbling	skill_curve	skill_fk_accuracy	skill_long_passing	skill_ball_control	movement_acceleration	movement_sprint_speed	movement_agility	movement_reactions	movement_balance	power_shot_power	power_jumping	power_stamina	power_strength	power_long_shots	mentality_aggression	mentality_interceptions	mentality_positioning	mentality_vision	mentality_penalties	mentality_composure	defending_marking	defending_standing_tackle	defending_sliding_tackle	goalkeeping_diving	goalkeeping_handling	goalkeeping_kicking	goalkeeping_positioning	goalkeeping_reflexes	ls	st	rs	lw	lf	cf	rf	rw	lam	cam	ram	lm	lcm	cm	rcm	rm	lwb	ldm	cdm	rdm	rwb	lb	lcb	cb	rcb	rb
37538	187176	https://sofifa.com/player/187176/yun-pyo-lee/18/158855	Lee Yun Pyo	이윤표 李云彪	32	1984-09-04	184	79	Korea Republic	Incheon United FC	67	67	450000	CB	Right	1	3	2	Low/High	Lean	No	563000.0	NaN	LCB	16.0	NaN	2011-01-01	2020.0	NaN	NaN	47.0	47.0	46.0	60.0	68.0	72.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	43	39	70	49	51	58	44	38	41	59	50	45	68	60	66	61	78	73	74	57	66	64	13	50	51	60	70	68	67	8	13	12	11	13	50+1	50+1	50+1	49+1	49+1	49+1	49+1	49+1	50+1	50+1	50+1	50+1	53+1	53+1	53+1	50+1	60+1	61+1	61+1	61+1	60+1	61+1	67+1	67+1	67+1	61+1
37539	192688	https://sofifa.com/player/192688/athanasios-papazoglou/18/158855	A. Papazoglou	Athanasios Papazoglou	29	1988-03-30	195	92	Greece	Aalesunds FK	66	66	650000	ST	Right	1	3	3	Medium/Medium	Normal	No	NaN	#Aerial Threat, #Strength	LS	10.0	KV Kortrijk	NaN	2017.0	NaN	NaN	38.0	66.0	53.0	55.0	24.0	78.0	NaN	NaN	NaN	NaN	NaN	NaN	Target Forward	31	66	75	63	63	55	53	58	42	63	40	37	39	65	31	73	58	64	91	61	69	23	67	62	61	56	22	11	15	16	11	8	14	13	65+1	65+1	65+1	56+1	62+1	62+1	62+1	56+1	60+1	60+1	60+1	55+1	56+1	56+1	56+1	55+1	40+1	45+1	45+1	45+1	40+1	38+1	43+1	43+1	43+1	38+1
37540	193155	https://sofifa.com/player/193155/lucas-musculus/19/159222	L. Musculus	Lucas Musculus	27	1991-01-16	180	73	Germany	KFC Uerdingen 05	63	63	400000	ST, CF	Right	1	3	2	Medium/Medium	Lean	No	580000.0	NaN	SUB	19.0	NaN	2017-07-14	2019.0	NaN	NaN	68.0	63.0	45.0	62.0	27.0	57.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37	67	58	48	60	60	57	54	38	62	72	64	72	61	70	61	42	46	72	57	37	24	63	46	63	62	26	20	22	9	16	14	15	12	62+2	62+2	62+2	58+2	60+2	60+2	60+2	58+2	57+2	57+2	57+2	55+2	49+2	49+2	49+2	55+2	41+2	39+2	39+2	39+2	41+2	40+2	38+2	38+2	38+2	40+2
37541	196069	https://sofifa.com/player/196069/jose-pedro-fuenzalida/19/159222	J. Fuenzalida	José Pedro Fuenzalida	33	1985-02-22	170	67	Chile	Universidad Católica	74	74	3400000	RW, RB	Right	1	4	3	High/High	Normal	No	4800000.0	NaN	SUB	19.0	NaN	2016-01-10	2019.0	NaN	NaN	84.0	63.0	71.0	78.0	64.0	70.0	NaN	NaN	NaN	NaN	NaN	NaN	Speed Dribbler (CPU AI Only), Set Play Specialist	76	59	63	72	57	79	65	59	68	78	82	85	77	76	80	69	71	78	70	62	59	68	71	71	71	69	58	66	65	6	14	12	14	12	70+2	70+2	70+2	74+2	73+2	73+2	73+2	74+2	73+2	73+2	73+2	75+2	72+2	72+2	72+2	75+2	72+2	69+2	69+2	69+2	72+2	71+2	66+2	66+2	66+2	71+2
37542	227785	https://sofifa.com/player/227785/cristian-guanca/20/159586	C. Guanca	Cristian Guanca	26	1993-03-26	178	78	Argentina	Al Shabab	72	75	3900000	ST, CAM	Left	1	3	3	High/Medium	Normal	No	6800000.0	NaN	ST	10.0	NaN	2019-07-01	2022.0	NaN	NaN	78.0	72.0	61.0	72.0	37.0	68.0	NaN	NaN	NaN	NaN	NaN	NaN	Argues with Officials, Speed Dribbler (CPU AI Only)	60	76	59	67	59	73	46	40	57	71	79	78	75	65	68	73	67	74	71	69	54	36	72	65	59	68	34	35	33	9	12	7	8	16	70+2	70+2	70+2	70+2	71+2	71+2	71+2	70+2	69+2	69+2	69+2	69+2	64+2	64+2	64+2	69+2	56+2	53+2	53+2	53+2	56+2	53+2	48+2	48+2	48+2	53+2
37543	242308	https://sofifa.com/player/242308/ibrahim-chenihi/19/159222	I. Chenihi	Ibrahim Chenihi	28	1990-01-24	177	75	Algeria	Al Fateh	62	62	300000	LM, CAM	Left	1	3	3	High/Medium	Lean	No	495000.0	NaN	LM	24.0	NaN	2018-01-27	2019.0	NaN	NaN	71.0	51.0	63.0	62.0	33.0	56.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	60	57	38	68	38	60	60	57	65	64	68	74	65	48	71	44	59	58	56	45	52	35	55	58	60	52	21	40	40	6	11	12	14	9	54+2	54+2	54+2	60+2	58+2	58+2	58+2	60+2	60+2	60+2	60+2	61+2	58+2	58+2	58+2	61+2	51+2	50+2	50+2	50+2	51+2	49+2	42+2	42+2	42+2	49+2
37544	186259	https://sofifa.com/player/186259/amiran-sanaia/20/159586	A. Sanaia	Amiran Sanaia	29	1989-09-03	181	70	Georgia	Rodez Aveyron Football	66	66	525000	LB, CB	Right	1	2	2	Medium/High	Normal	No	919000.0	NaN	LCB	13.0	NaN	2017-08-17	2020.0	NaN	NaN	59.0	38.0	58.0	56.0	65.0	72.0	NaN	NaN	NaN	NaN	NaN	NaN	Avoids Using Weaker Foot	60	38	62	67	17	51	58	59	56	61	54	63	60	59	69	43	73	78	70	34	67	64	43	43	48	56	65	66	68	11	9	9	6	13	50+2	50+2	50+2	53+2	51+2	51+2	51+2	53+2	52+2	52+2	52+2	56+2	56+2	56+2	56+2	56+2	64+2	63+2	63+2	63+2	64+2	64+2	65+2	65+2	65+2	64+2
37545	218623	https://sofifa.com/player/218623/carlos-miguel-ribeiro-dias/18/158855	Cafú	Carlos Miguel Ribeiro Dias	24	1993-02-26	183	84	Portugal	FC Metz	73	78	4500000	CDM, CM	Right	1	3	2	Medium/High	Stocky	No	9400000.0	NaN	LDM	26.0	NaN	2017-08-01	2020.0	NaN	NaN	66.0	70.0	61.0	68.0	71.0	85.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	50	62	71	72	70-2	69-1	54	46	67	71	68	64	56+1	71-1	64	84	60+1	90+7	85+1	73	85	69	68	54	69-1	64-1	69-2	73-3	71-3	11	9	13	12	11	71+1	71+1	71+1	66+1	69+1	69+1	69+1	66+1	67+1	67+1	67+1	67+1	70+1	70+1	70+1	67+1	70+1	73+1	73+1	73+1	70+1	70+1	73+1	73+1	73+1	70+1
37546	244469	https://sofifa.com/player/244469/pietro-di-nardo/19/159222	P. Di Nardo	Pietro Di Nardo	28	1990-02-08	175	71	Switzerland	Neuchâtel Xamax	59	60	140000	CDM, CM	Right	1	3	2	Medium/Medium	Normal	No	214000.0	NaN	RCM	4.0	NaN	2014-07-04	2019.0	NaN	NaN	56.0	40.0	54.0	56.0	57.0	62.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	55	40	58	63	30	53	34	36	56	55	55	56	67	56	74	45	67	69	61	36	54	55	37	44	47	49	55	59	58	9	10	10	9	7	48+2	48+2	48+2	51+2	49+2	49+2	49+2	51+2	51+2	51+2	51+2	53+2	53+2	53+2	53+2	53+2	57+2	57+2	57+2	57+2	57+2	57+2	57+2	57+2	57+2	57+2
37547	236999	https://sofifa.com/player/236999/david-guzman/19/159222	D. Guzman	David Guzman	28	1990-02-18	178	79	Costa Rica	Portland Timbers	72	73	2800000	CDM	Right	1	3	3	Medium/High	Normal	Yes	4500000.0	NaN	SUB	20.0	NaN	2016-12-22	2018.0	NaN	NaN	63.0	59.0	71.0	68.0	67.0	74.0	NaN	NaN	NaN	NaN	NaN	NaN	Long Passer (CPU AI Only), Long Shot Taker (CPU AI Only)	70	51	61	72	51	67	70	53	75	68	64	62	68	72	65	71	68	78	68	64	83	68	65	72	61	71	70	66	62	10	7	12	13	8	63+2	63+2	63+2	66+2	65+2	65+2	65+2	66+2	67+2	67+2	67+2	68+2	70+2	70+2	70+2	68+2	68+2	70+2	70+2	70+2	68+2	67+2	67+2	67+2	67+2	67+2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Latin Ext A

Latin 1 Sup

Latin Ext B

Specials

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Modifier Letter

Dash Punctuation

Final Punctuation

Format

Most occurring scripts

Most frequent character per script

Han

Hangul

Latin

Katakana

Common

Most occurring blocks

Most frequent character per block

ASCII

Latin 1 Sup

Latin Ext A

CJK

Hangul

Katakana

Latin Ext B

CJK Compat Ideographs

None

Punctuation

Latin Ext Additional

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator